intrin_neon.hpp

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#ifndef OPENCV_HAL_INTRIN_NEON_HPP
#define OPENCV_HAL_INTRIN_NEON_HPP
 
#include <algorithm>
#include "opencv2/core/utility.hpp"
 
namespace cv
{
 
 
CV_CPU_OPTIMIZATION_HAL_NAMESPACE_BEGIN
 
#define CV_SIMD128 1
#if defined(__aarch64__) || defined(_M_ARM64)
#define CV_SIMD128_64F 1
#else
#define CV_SIMD128_64F 0
#endif
 
// The following macro checks if the code is being compiled for the
// AArch64 execution state of Armv8, to enable the 128-bit
// intrinsics. The macro `__ARM_64BIT_STATE` is the one recommended by
// the Arm C Language Extension (ACLE) specifications [1] to check the
// availability of 128-bit intrinsics, and it is supporrted by clang
// and gcc. The macro `_M_ARM64` is the equivalent one for Microsoft
// Visual Studio [2] .
//
// [1] https://developer.arm.com/documentation/101028/0012/13--Advanced-SIMD--Neon--intrinsics
// [2] https://docs.microsoft.com/en-us/cpp/preprocessor/predefined-macros
#if defined(__ARM_64BIT_STATE) || defined(_M_ARM64)
#define CV_NEON_AARCH64 1
#else
#define CV_NEON_AARCH64 0
#endif
 
 
 
#if CV_SIMD128_64F
#define OPENCV_HAL_IMPL_NEON_UNZIP(_Tpv, _Tpvx2, suffix) \
    inline void _v128_unzip(const _Tpv& a, const _Tpv& b, _Tpv& c, _Tpv& d) \
    { c = vuzp1q_##suffix(a, b); d = vuzp2q_##suffix(a, b); }
#define OPENCV_HAL_IMPL_NEON_UNZIP_L(_Tpv, _Tpvx2, suffix) \
    inline void _v128_unzip(const _Tpv&a, const _Tpv&b, _Tpv& c, _Tpv& d) \
    { c = vuzp1_##suffix(a, b); d = vuzp2_##suffix(a, b); }
#else
#define OPENCV_HAL_IMPL_NEON_UNZIP(_Tpv, _Tpvx2, suffix) \
    inline void _v128_unzip(const _Tpv& a, const _Tpv& b, _Tpv& c, _Tpv& d) \
    { _Tpvx2 ab = vuzpq_##suffix(a, b); c = ab.val[0]; d = ab.val[1]; }
#define OPENCV_HAL_IMPL_NEON_UNZIP_L(_Tpv, _Tpvx2, suffix) \
    inline void _v128_unzip(const _Tpv& a, const _Tpv& b, _Tpv& c, _Tpv& d) \
    { _Tpvx2 ab = vuzp_##suffix(a, b); c = ab.val[0]; d = ab.val[1]; }
#endif
 
#if CV_SIMD128_64F
#define OPENCV_HAL_IMPL_NEON_REINTERPRET(_Tpv, suffix) \
    template <typename T> static inline \
    _Tpv vreinterpretq_##suffix##_f64(T a) { return (_Tpv) a; } \
    template <typename T> static inline \
    float64x2_t vreinterpretq_f64_##suffix(T a) { return (float64x2_t) a; }
#else
#define OPENCV_HAL_IMPL_NEON_REINTERPRET(_Tpv, suffix)
#endif
 
#define OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(_Tpv, _Tpvl, suffix) \
    OPENCV_HAL_IMPL_NEON_UNZIP(_Tpv##_t, _Tpv##x2_t, suffix) \
    OPENCV_HAL_IMPL_NEON_UNZIP_L(_Tpvl##_t, _Tpvl##x2_t, suffix) \
    OPENCV_HAL_IMPL_NEON_REINTERPRET(_Tpv##_t, suffix)
 
#define OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX_I64(_Tpv, _Tpvl, suffix) \
    OPENCV_HAL_IMPL_NEON_REINTERPRET(_Tpv##_t, suffix)
 
#define OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX_F64(_Tpv, _Tpvl, suffix) \
    OPENCV_HAL_IMPL_NEON_UNZIP(_Tpv##_t, _Tpv##x2_t, suffix)
 
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(uint8x16, uint8x8,  u8)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(int8x16,  int8x8,   s8)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(uint16x8, uint16x4, u16)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(int16x8,  int16x4,  s16)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(uint32x4, uint32x2, u32)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(int32x4,  int32x2,  s32)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX(float32x4, float32x2, f32)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX_I64(uint64x2, uint64x1, u64)
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX_I64(int64x2,  int64x1,  s64)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_UTILS_SUFFIX_F64(float64x2, float64x1,f64)
#endif
 
template<typename T> struct VTraits {
        static inline int vlanes() { return T::nlanes; }
        enum { max_nlanes = T::nlanes, nlanes = T::nlanes };
        using lane_type = typename T::lane_type;
};
 
template<typename T>
inline typename VTraits<T>::lane_type v_get0(const T& v) \
{ \
    return v.get0(); \
}
 
struct v_uint8x16
{
    v_uint8x16() {}
    explicit v_uint8x16(uint8x16_t v) : val(v) {}
    v_uint8x16(uchar v0, uchar v1, uchar v2, uchar v3, uchar v4, uchar v5, uchar v6, uchar v7,
               uchar v8, uchar v9, uchar v10, uchar v11, uchar v12, uchar v13, uchar v14, uchar v15)
    {
        uchar v[] = {v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15};
        val = vld1q_u8(v);
    }
    uint8x16_t val;
 
private:
    friend struct VTraits<v_uint8x16>;
    enum { nlanes = 16 };
    typedef uchar lane_type;
 
    friend typename VTraits<v_uint8x16>::lane_type v_get0<v_uint8x16>(const v_uint8x16& v);
    uchar get0() const
    {
        return vgetq_lane_u8(val, 0);
    }
};
 
struct v_int8x16
{
    v_int8x16() {}
    explicit v_int8x16(int8x16_t v) : val(v) {}
    v_int8x16(schar v0, schar v1, schar v2, schar v3, schar v4, schar v5, schar v6, schar v7,
               schar v8, schar v9, schar v10, schar v11, schar v12, schar v13, schar v14, schar v15)
    {
        schar v[] = {v0, v1, v2, v3, v4, v5, v6, v7, v8, v9, v10, v11, v12, v13, v14, v15};
        val = vld1q_s8(v);
    }
    int8x16_t val;
 
private:
    friend struct VTraits<v_int8x16>;
    enum { nlanes = 16 };
    typedef schar lane_type;
 
    friend typename VTraits<v_int8x16>::lane_type v_get0<v_int8x16>(const v_int8x16& v);
    schar get0() const
    {
        return vgetq_lane_s8(val, 0);
    }
};
 
struct v_uint16x8
{
    v_uint16x8() {}
    explicit v_uint16x8(uint16x8_t v) : val(v) {}
    v_uint16x8(ushort v0, ushort v1, ushort v2, ushort v3, ushort v4, ushort v5, ushort v6, ushort v7)
    {
        ushort v[] = {v0, v1, v2, v3, v4, v5, v6, v7};
        val = vld1q_u16(v);
    }
    uint16x8_t val;
 
private:
    friend struct VTraits<v_uint16x8>;
    enum { nlanes = 8 };
    typedef ushort lane_type;
 
    friend typename VTraits<v_uint16x8>::lane_type v_get0<v_uint16x8>(const v_uint16x8& v);
    ushort get0() const
    {
        return vgetq_lane_u16(val, 0);
    }
};
 
struct v_int16x8
{
    v_int16x8() {}
    explicit v_int16x8(int16x8_t v) : val(v) {}
    v_int16x8(short v0, short v1, short v2, short v3, short v4, short v5, short v6, short v7)
    {
        short v[] = {v0, v1, v2, v3, v4, v5, v6, v7};
        val = vld1q_s16(v);
    }
    int16x8_t val;
 
private:
    friend struct VTraits<v_int16x8>;
    enum { nlanes = 8 };
    typedef short lane_type;
 
    friend typename VTraits<v_int16x8>::lane_type v_get0<v_int16x8>(const v_int16x8& v);
    short get0() const
    {
        return vgetq_lane_s16(val, 0);
    }
};
 
struct v_uint32x4
{
    v_uint32x4() {}
    explicit v_uint32x4(uint32x4_t v) : val(v) {}
    v_uint32x4(unsigned v0, unsigned v1, unsigned v2, unsigned v3)
    {
        unsigned v[] = {v0, v1, v2, v3};
        val = vld1q_u32(v);
    }
    uint32x4_t val;
 
private:
    friend struct VTraits<v_uint32x4>;
    enum { nlanes = 4 };
    typedef unsigned lane_type;
 
    friend typename VTraits<v_uint32x4>::lane_type v_get0<v_uint32x4>(const v_uint32x4& v);
    unsigned get0() const
    {
        return vgetq_lane_u32(val, 0);
    }
};
 
struct v_int32x4
{
    v_int32x4() {}
    explicit v_int32x4(int32x4_t v) : val(v) {}
    v_int32x4(int v0, int v1, int v2, int v3)
    {
        int v[] = {v0, v1, v2, v3};
        val = vld1q_s32(v);
    }
    int32x4_t val;
 
private:
    friend struct VTraits<v_int32x4>;
    enum { nlanes = 4 };
    typedef int lane_type;
 
    friend typename VTraits<v_int32x4>::lane_type v_get0<v_int32x4>(const v_int32x4& v);
    int get0() const
    {
        return vgetq_lane_s32(val, 0);
    }
};
 
struct v_float32x4
{
    v_float32x4() {}
    explicit v_float32x4(float32x4_t v) : val(v) {}
    v_float32x4(float v0, float v1, float v2, float v3)
    {
        float v[] = {v0, v1, v2, v3};
        val = vld1q_f32(v);
    }
    float32x4_t val;
 
private:
    friend struct VTraits<v_float32x4>;
    enum { nlanes = 4 };
    typedef float lane_type;
 
    friend typename VTraits<v_float32x4>::lane_type v_get0<v_float32x4>(const v_float32x4& v);
    float get0() const
    {
        return vgetq_lane_f32(val, 0);
    }
};
 
struct v_uint64x2
{
    v_uint64x2() {}
    explicit v_uint64x2(uint64x2_t v) : val(v) {}
    v_uint64x2(uint64 v0, uint64 v1)
    {
        uint64 v[] = {v0, v1};
        val = vld1q_u64(v);
    }
    uint64x2_t val;
private:
    friend struct VTraits<v_uint64x2>;
    enum { nlanes = 2 };
    typedef uint64 lane_type;
 
    friend typename VTraits<v_uint64x2>::lane_type v_get0<v_uint64x2>(const v_uint64x2& v);
    uint64 get0() const
    {
        return vgetq_lane_u64(val, 0);
    }
};
 
struct v_int64x2
{
    v_int64x2() {}
    explicit v_int64x2(int64x2_t v) : val(v) {}
    v_int64x2(int64 v0, int64 v1)
    {
        int64 v[] = {v0, v1};
        val = vld1q_s64(v);
    }
    int64x2_t val;
 
private:
    friend struct VTraits<v_int64x2>;
    enum { nlanes = 2 };
    typedef int64 lane_type;
 
    friend typename VTraits<v_int64x2>::lane_type v_get0<v_int64x2>(const v_int64x2& v);
    int64 get0() const
    {
        return vgetq_lane_s64(val, 0);
    }
};
 
#if CV_SIMD128_64F
struct v_float64x2
{
    v_float64x2() {}
    explicit v_float64x2(float64x2_t v) : val(v) {}
    v_float64x2(double v0, double v1)
    {
        double v[] = {v0, v1};
        val = vld1q_f64(v);
    }
 
    float64x2_t val;
private:
    friend struct VTraits<v_float64x2>;
    enum { nlanes = 2 };
    typedef double lane_type;
 
    friend typename VTraits<v_float64x2>::lane_type v_get0<v_float64x2>(const v_float64x2& v);
    double get0() const
    {
        return vgetq_lane_f64(val, 0);
    }
};
#endif
 
#define OPENCV_HAL_IMPL_NEON_INIT(_Tpv, _Tp, suffix) \
inline v_##_Tpv v_setzero_##suffix() { return v_##_Tpv(vdupq_n_##suffix((_Tp)0)); } \
inline v_##_Tpv v_setall_##suffix(_Tp v) { return v_##_Tpv(vdupq_n_##suffix(v)); } \
inline _Tpv##_t vreinterpretq_##suffix##_##suffix(_Tpv##_t v) { return v; } \
inline v_uint8x16 v_reinterpret_as_u8(const v_##_Tpv& v) { return v_uint8x16(vreinterpretq_u8_##suffix(v.val)); } \
inline v_int8x16 v_reinterpret_as_s8(const v_##_Tpv& v) { return v_int8x16(vreinterpretq_s8_##suffix(v.val)); } \
inline v_uint16x8 v_reinterpret_as_u16(const v_##_Tpv& v) { return v_uint16x8(vreinterpretq_u16_##suffix(v.val)); } \
inline v_int16x8 v_reinterpret_as_s16(const v_##_Tpv& v) { return v_int16x8(vreinterpretq_s16_##suffix(v.val)); } \
inline v_uint32x4 v_reinterpret_as_u32(const v_##_Tpv& v) { return v_uint32x4(vreinterpretq_u32_##suffix(v.val)); } \
inline v_int32x4 v_reinterpret_as_s32(const v_##_Tpv& v) { return v_int32x4(vreinterpretq_s32_##suffix(v.val)); } \
inline v_uint64x2 v_reinterpret_as_u64(const v_##_Tpv& v) { return v_uint64x2(vreinterpretq_u64_##suffix(v.val)); } \
inline v_int64x2 v_reinterpret_as_s64(const v_##_Tpv& v) { return v_int64x2(vreinterpretq_s64_##suffix(v.val)); } \
inline v_float32x4 v_reinterpret_as_f32(const v_##_Tpv& v) { return v_float32x4(vreinterpretq_f32_##suffix(v.val)); }
 
OPENCV_HAL_IMPL_NEON_INIT(uint8x16, uchar, u8)
OPENCV_HAL_IMPL_NEON_INIT(int8x16, schar, s8)
OPENCV_HAL_IMPL_NEON_INIT(uint16x8, ushort, u16)
OPENCV_HAL_IMPL_NEON_INIT(int16x8, short, s16)
OPENCV_HAL_IMPL_NEON_INIT(uint32x4, unsigned, u32)
OPENCV_HAL_IMPL_NEON_INIT(int32x4, int, s32)
OPENCV_HAL_IMPL_NEON_INIT(uint64x2, uint64, u64)
OPENCV_HAL_IMPL_NEON_INIT(int64x2, int64, s64)
OPENCV_HAL_IMPL_NEON_INIT(float32x4, float, f32)
#if CV_SIMD128_64F
#define OPENCV_HAL_IMPL_NEON_INIT_64(_Tpv, suffix) \
inline v_float64x2 v_reinterpret_as_f64(const v_##_Tpv& v) { return v_float64x2(vreinterpretq_f64_##suffix(v.val)); }
OPENCV_HAL_IMPL_NEON_INIT(float64x2, double, f64)
OPENCV_HAL_IMPL_NEON_INIT_64(uint8x16, u8)
OPENCV_HAL_IMPL_NEON_INIT_64(int8x16, s8)
OPENCV_HAL_IMPL_NEON_INIT_64(uint16x8, u16)
OPENCV_HAL_IMPL_NEON_INIT_64(int16x8, s16)
OPENCV_HAL_IMPL_NEON_INIT_64(uint32x4, u32)
OPENCV_HAL_IMPL_NEON_INIT_64(int32x4, s32)
OPENCV_HAL_IMPL_NEON_INIT_64(uint64x2, u64)
OPENCV_HAL_IMPL_NEON_INIT_64(int64x2, s64)
OPENCV_HAL_IMPL_NEON_INIT_64(float32x4, f32)
OPENCV_HAL_IMPL_NEON_INIT_64(float64x2, f64)
#endif
 
#define OPENCV_HAL_IMPL_NEON_PACK(_Tpvec, _Tp, hreg, suffix, _Tpwvec, pack, mov, rshr) \
inline _Tpvec v_##pack(const _Tpwvec& a, const _Tpwvec& b) \
{ \
    hreg a1 = mov(a.val), b1 = mov(b.val); \
    return _Tpvec(vcombine_##suffix(a1, b1)); \
} \
inline void v_##pack##_store(_Tp* ptr, const _Tpwvec& a) \
{ \
    hreg a1 = mov(a.val); \
    vst1_##suffix(ptr, a1); \
} \
template<int n> inline \
_Tpvec v_rshr_##pack(const _Tpwvec& a, const _Tpwvec& b) \
{ \
    hreg a1 = rshr(a.val, n); \
    hreg b1 = rshr(b.val, n); \
    return _Tpvec(vcombine_##suffix(a1, b1)); \
} \
template<int n> inline \
void v_rshr_##pack##_store(_Tp* ptr, const _Tpwvec& a) \
{ \
    hreg a1 = rshr(a.val, n); \
    vst1_##suffix(ptr, a1); \
}
 
OPENCV_HAL_IMPL_NEON_PACK(v_uint8x16, uchar, uint8x8_t, u8, v_uint16x8, pack, vqmovn_u16, vqrshrn_n_u16)
OPENCV_HAL_IMPL_NEON_PACK(v_int8x16, schar, int8x8_t, s8, v_int16x8, pack, vqmovn_s16, vqrshrn_n_s16)
OPENCV_HAL_IMPL_NEON_PACK(v_uint16x8, ushort, uint16x4_t, u16, v_uint32x4, pack, vqmovn_u32, vqrshrn_n_u32)
OPENCV_HAL_IMPL_NEON_PACK(v_int16x8, short, int16x4_t, s16, v_int32x4, pack, vqmovn_s32, vqrshrn_n_s32)
OPENCV_HAL_IMPL_NEON_PACK(v_uint32x4, unsigned, uint32x2_t, u32, v_uint64x2, pack, vmovn_u64, vrshrn_n_u64)
OPENCV_HAL_IMPL_NEON_PACK(v_int32x4, int, int32x2_t, s32, v_int64x2, pack, vmovn_s64, vrshrn_n_s64)
 
OPENCV_HAL_IMPL_NEON_PACK(v_uint8x16, uchar, uint8x8_t, u8, v_int16x8, pack_u, vqmovun_s16, vqrshrun_n_s16)
OPENCV_HAL_IMPL_NEON_PACK(v_uint16x8, ushort, uint16x4_t, u16, v_int32x4, pack_u, vqmovun_s32, vqrshrun_n_s32)
 
// pack boolean
inline v_uint8x16 v_pack_b(const v_uint16x8& a, const v_uint16x8& b)
{
    uint8x16_t ab = vcombine_u8(vmovn_u16(a.val), vmovn_u16(b.val));
    return v_uint8x16(ab);
}
 
inline v_uint8x16 v_pack_b(const v_uint32x4& a, const v_uint32x4& b,
                           const v_uint32x4& c, const v_uint32x4& d)
{
    uint16x8_t nab = vcombine_u16(vmovn_u32(a.val), vmovn_u32(b.val));
    uint16x8_t ncd = vcombine_u16(vmovn_u32(c.val), vmovn_u32(d.val));
    return v_uint8x16(vcombine_u8(vmovn_u16(nab), vmovn_u16(ncd)));
}
 
inline v_uint8x16 v_pack_b(const v_uint64x2& a, const v_uint64x2& b, const v_uint64x2& c,
                           const v_uint64x2& d, const v_uint64x2& e, const v_uint64x2& f,
                           const v_uint64x2& g, const v_uint64x2& h)
{
    uint32x4_t ab = vcombine_u32(vmovn_u64(a.val), vmovn_u64(b.val));
    uint32x4_t cd = vcombine_u32(vmovn_u64(c.val), vmovn_u64(d.val));
    uint32x4_t ef = vcombine_u32(vmovn_u64(e.val), vmovn_u64(f.val));
    uint32x4_t gh = vcombine_u32(vmovn_u64(g.val), vmovn_u64(h.val));
 
    uint16x8_t abcd = vcombine_u16(vmovn_u32(ab), vmovn_u32(cd));
    uint16x8_t efgh = vcombine_u16(vmovn_u32(ef), vmovn_u32(gh));
    return v_uint8x16(vcombine_u8(vmovn_u16(abcd), vmovn_u16(efgh)));
}
 
inline v_float32x4 v_matmul(const v_float32x4& v, const v_float32x4& m0,
                            const v_float32x4& m1, const v_float32x4& m2,
                            const v_float32x4& m3)
{
    float32x2_t vl = vget_low_f32(v.val), vh = vget_high_f32(v.val);
    float32x4_t res = vmulq_lane_f32(m0.val, vl, 0);
    res = vmlaq_lane_f32(res, m1.val, vl, 1);
    res = vmlaq_lane_f32(res, m2.val, vh, 0);
    res = vmlaq_lane_f32(res, m3.val, vh, 1);
    return v_float32x4(res);
}
 
inline v_float32x4 v_matmuladd(const v_float32x4& v, const v_float32x4& m0,
                               const v_float32x4& m1, const v_float32x4& m2,
                               const v_float32x4& a)
{
    float32x2_t vl = vget_low_f32(v.val), vh = vget_high_f32(v.val);
    float32x4_t res = vmulq_lane_f32(m0.val, vl, 0);
    res = vmlaq_lane_f32(res, m1.val, vl, 1);
    res = vmlaq_lane_f32(res, m2.val, vh, 0);
    res = vaddq_f32(res, a.val);
    return v_float32x4(res);
}
 
#define OPENCV_HAL_IMPL_NEON_BIN_OP(bin_op, _Tpvec, intrin) \
inline _Tpvec bin_op (const _Tpvec& a, const _Tpvec& b) \
{ \
    return _Tpvec(intrin(a.val, b.val)); \
}
 
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_uint8x16, vqaddq_u8)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_uint8x16, vqsubq_u8)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_int8x16, vqaddq_s8)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_int8x16, vqsubq_s8)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_uint16x8, vqaddq_u16)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_uint16x8, vqsubq_u16)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_int16x8, vqaddq_s16)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_int16x8, vqsubq_s16)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_int32x4, vaddq_s32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_int32x4, vsubq_s32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_mul, v_int32x4, vmulq_s32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_uint32x4, vaddq_u32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_uint32x4, vsubq_u32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_mul, v_uint32x4, vmulq_u32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_float32x4, vaddq_f32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_float32x4, vsubq_f32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_mul, v_float32x4, vmulq_f32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_int64x2, vaddq_s64)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_int64x2, vsubq_s64)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_uint64x2, vaddq_u64)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_uint64x2, vsubq_u64)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_BIN_OP(v_div, v_float32x4, vdivq_f32)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_add, v_float64x2, vaddq_f64)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_sub, v_float64x2, vsubq_f64)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_mul, v_float64x2, vmulq_f64)
OPENCV_HAL_IMPL_NEON_BIN_OP(v_div, v_float64x2, vdivq_f64)
#else
inline v_float32x4 v_div (const v_float32x4& a, const v_float32x4& b)
{
    float32x4_t reciprocal = vrecpeq_f32(b.val);
    reciprocal = vmulq_f32(vrecpsq_f32(b.val, reciprocal), reciprocal);
    reciprocal = vmulq_f32(vrecpsq_f32(b.val, reciprocal), reciprocal);
    return v_float32x4(vmulq_f32(a.val, reciprocal));
}
#endif
 
// saturating multiply 8-bit, 16-bit
#define OPENCV_HAL_IMPL_NEON_MUL_SAT(_Tpvec, _Tpwvec)            \
    inline _Tpvec v_mul (const _Tpvec& a, const _Tpvec& b)  \
    {                                                            \
        _Tpwvec c, d;                                            \
        v_mul_expand(a, b, c, d);                                \
        return v_pack(c, d);                                     \
    }
 
OPENCV_HAL_IMPL_NEON_MUL_SAT(v_int8x16,  v_int16x8)
OPENCV_HAL_IMPL_NEON_MUL_SAT(v_uint8x16, v_uint16x8)
OPENCV_HAL_IMPL_NEON_MUL_SAT(v_int16x8,  v_int32x4)
OPENCV_HAL_IMPL_NEON_MUL_SAT(v_uint16x8, v_uint32x4)
 
//  Multiply and expand
inline void v_mul_expand(const v_int8x16& a, const v_int8x16& b,
                         v_int16x8& c, v_int16x8& d)
{
    c.val = vmull_s8(vget_low_s8(a.val), vget_low_s8(b.val));
#if CV_NEON_AARCH64
    d.val = vmull_high_s8(a.val, b.val);
#else // #if CV_NEON_AARCH64
    d.val = vmull_s8(vget_high_s8(a.val), vget_high_s8(b.val));
#endif // #if CV_NEON_AARCH64
}
 
inline void v_mul_expand(const v_uint8x16& a, const v_uint8x16& b,
                         v_uint16x8& c, v_uint16x8& d)
{
    c.val = vmull_u8(vget_low_u8(a.val), vget_low_u8(b.val));
#if CV_NEON_AARCH64
    d.val = vmull_high_u8(a.val, b.val);
#else // #if CV_NEON_AARCH64
    d.val = vmull_u8(vget_high_u8(a.val), vget_high_u8(b.val));
#endif // #if CV_NEON_AARCH64
}
 
inline void v_mul_expand(const v_int16x8& a, const v_int16x8& b,
                         v_int32x4& c, v_int32x4& d)
{
    c.val = vmull_s16(vget_low_s16(a.val), vget_low_s16(b.val));
#if CV_NEON_AARCH64
    d.val = vmull_high_s16(a.val, b.val);
#else // #if CV_NEON_AARCH64
    d.val = vmull_s16(vget_high_s16(a.val), vget_high_s16(b.val));
#endif // #if CV_NEON_AARCH64
}
 
inline void v_mul_expand(const v_uint16x8& a, const v_uint16x8& b,
                         v_uint32x4& c, v_uint32x4& d)
{
    c.val = vmull_u16(vget_low_u16(a.val), vget_low_u16(b.val));
#if CV_NEON_AARCH64
    d.val = vmull_high_u16(a.val, b.val);
#else // #if CV_NEON_AARCH64
    d.val = vmull_u16(vget_high_u16(a.val), vget_high_u16(b.val));
#endif // #if CV_NEON_AARCH64
}
 
inline void v_mul_expand(const v_uint32x4& a, const v_uint32x4& b,
                         v_uint64x2& c, v_uint64x2& d)
{
    c.val = vmull_u32(vget_low_u32(a.val), vget_low_u32(b.val));
#if CV_NEON_AARCH64
    d.val = vmull_high_u32(a.val, b.val);
#else // #if CV_NEON_AARCH64
    d.val = vmull_u32(vget_high_u32(a.val), vget_high_u32(b.val));
#endif // #if CV_NEON_AARCH64
}
 
inline v_int16x8 v_mul_hi(const v_int16x8& a, const v_int16x8& b)
{
#if CV_NEON_AARCH64
    int32x4_t c = vmull_high_s16(a.val, b.val);
#else // #if CV_NEON_AARCH64
    int32x4_t c = vmull_s16(vget_high_s16(a.val), vget_high_s16(b.val));
#endif // #if CV_NEON_AARCH64
    return v_int16x8(vcombine_s16(
                                  vshrn_n_s32(vmull_s16( vget_low_s16(a.val),  vget_low_s16(b.val)), 16),
                                  vshrn_n_s32(c, 16)
                                 ));
}
inline v_uint16x8 v_mul_hi(const v_uint16x8& a, const v_uint16x8& b)
{
#if CV_NEON_AARCH64
    uint32x4_t c = vmull_high_u16(a.val, b.val);
#else // #if CV_NEON_AARCH64
    uint32x4_t c = vmull_u16(vget_high_u16(a.val), vget_high_u16(b.val));
#endif // #if CV_NEON_AARCH64
    return v_uint16x8(vcombine_u16(
                                   vshrn_n_u32(vmull_u16( vget_low_u16(a.val),  vget_low_u16(b.val)), 16),
                                   vshrn_n_u32(c, 16)
                                  ));
}
 
 
// 16 >> 32
inline v_int32x4 v_dotprod(const v_int16x8& a, const v_int16x8& b)
{
    int16x8_t uzp1, uzp2;
    _v128_unzip(a.val, b.val, uzp1, uzp2);
    int16x4_t a0 = vget_low_s16(uzp1);
    int16x4_t b0 = vget_high_s16(uzp1);
    int16x4_t a1 = vget_low_s16(uzp2);
    int16x4_t b1 = vget_high_s16(uzp2);
    int32x4_t p = vmull_s16(a0, b0);
    return v_int32x4(vmlal_s16(p, a1, b1));
}
inline v_int32x4 v_dotprod(const v_int16x8& a, const v_int16x8& b, const v_int32x4& c)
{
    int16x8_t uzp1, uzp2;
    _v128_unzip(a.val, b.val, uzp1, uzp2);
    int16x4_t a0 = vget_low_s16(uzp1);
    int16x4_t b0 = vget_high_s16(uzp1);
    int16x4_t a1 = vget_low_s16(uzp2);
    int16x4_t b1 = vget_high_s16(uzp2);
    int32x4_t p = vmlal_s16(c.val, a0, b0);
    return v_int32x4(vmlal_s16(p, a1, b1));
}
 
// 32 >> 64
inline v_int64x2 v_dotprod(const v_int32x4& a, const v_int32x4& b)
{
    int32x4_t uzp1, uzp2;
    _v128_unzip(a.val, b.val, uzp1, uzp2);
    int32x2_t a0 = vget_low_s32(uzp1);
    int32x2_t b0 = vget_high_s32(uzp1);
    int32x2_t a1 = vget_low_s32(uzp2);
    int32x2_t b1 = vget_high_s32(uzp2);
    int64x2_t p = vmull_s32(a0, b0);
    return v_int64x2(vmlal_s32(p, a1, b1));
}
inline v_int64x2 v_dotprod(const v_int32x4& a, const v_int32x4& b, const v_int64x2& c)
{
    int32x4_t uzp1, uzp2;
    _v128_unzip(a.val, b.val, uzp1, uzp2);
    int32x2_t a0 = vget_low_s32(uzp1);
    int32x2_t b0 = vget_high_s32(uzp1);
    int32x2_t a1 = vget_low_s32(uzp2);
    int32x2_t b1 = vget_high_s32(uzp2);
    int64x2_t p = vmlal_s32(c.val, a0, b0);
    return v_int64x2(vmlal_s32(p, a1, b1));
}
 
// 8 >> 32
#ifdef CV_NEON_DOT
#define OPENCV_HAL_IMPL_NEON_DOT_PRODUCT_OP(_Tpvec1, _Tpvec2, suffix) \
inline _Tpvec1 v_dotprod_expand(const _Tpvec2& a, const _Tpvec2& b)   \
{ \
    return _Tpvec1(vdotq_##suffix(vdupq_n_##suffix(0), a.val, b.val));\
} \
inline _Tpvec1 v_dotprod_expand(const _Tpvec2& a, const _Tpvec2& b, const _Tpvec1& c) \
{ \
    return _Tpvec1(vdotq_##suffix(c.val, a.val, b.val)); \
}
 
OPENCV_HAL_IMPL_NEON_DOT_PRODUCT_OP(v_uint32x4, v_uint8x16, u32)
OPENCV_HAL_IMPL_NEON_DOT_PRODUCT_OP(v_int32x4,  v_int8x16,  s32)
#else
inline v_uint32x4 v_dotprod_expand(const v_uint8x16& a, const v_uint8x16& b)
{
    const uint8x16_t zero   = vreinterpretq_u8_u32(vdupq_n_u32(0));
    const uint8x16_t mask   = vreinterpretq_u8_u32(vdupq_n_u32(0x00FF00FF));
    const uint16x8_t zero32 = vreinterpretq_u16_u32(vdupq_n_u32(0));
    const uint16x8_t mask32 = vreinterpretq_u16_u32(vdupq_n_u32(0x0000FFFF));
 
    uint16x8_t even = vmulq_u16(vreinterpretq_u16_u8(vbslq_u8(mask, a.val, zero)),
                                vreinterpretq_u16_u8(vbslq_u8(mask, b.val, zero)));
    uint16x8_t odd  = vmulq_u16(vshrq_n_u16(vreinterpretq_u16_u8(a.val), 8),
                                vshrq_n_u16(vreinterpretq_u16_u8(b.val), 8));
 
    uint32x4_t s0 = vaddq_u32(vreinterpretq_u32_u16(vbslq_u16(mask32, even, zero32)),
                              vreinterpretq_u32_u16(vbslq_u16(mask32, odd,  zero32)));
    uint32x4_t s1 = vaddq_u32(vshrq_n_u32(vreinterpretq_u32_u16(even), 16),
                              vshrq_n_u32(vreinterpretq_u32_u16(odd),  16));
    return v_uint32x4(vaddq_u32(s0, s1));
}
inline v_uint32x4 v_dotprod_expand(const v_uint8x16& a, const v_uint8x16& b,
                                   const v_uint32x4& c)
{
    return v_add(v_dotprod_expand(a, b), c);
}
 
inline v_int32x4 v_dotprod_expand(const v_int8x16& a, const v_int8x16& b)
{
    int16x8_t p0  = vmull_s8(vget_low_s8(a.val), vget_low_s8(b.val));
    int16x8_t p1  = vmull_s8(vget_high_s8(a.val), vget_high_s8(b.val));
    int16x8_t uzp1, uzp2;
    _v128_unzip(p0, p1, uzp1, uzp2);
    int16x8_t sum = vaddq_s16(uzp1, uzp2);
    int16x4_t uzpl1, uzpl2;
    _v128_unzip(vget_low_s16(sum), vget_high_s16(sum), uzpl1, uzpl2);
    return v_int32x4(vaddl_s16(uzpl1, uzpl2));
}
inline v_int32x4 v_dotprod_expand(const v_int8x16& a, const v_int8x16& b,
                                  const v_int32x4& c)
{
    return v_add(v_dotprod_expand(a, b), c);
}
#endif
// 16 >> 64
inline v_uint64x2 v_dotprod_expand(const v_uint16x8& a, const v_uint16x8& b)
{
    const uint16x8_t zero = vreinterpretq_u16_u32(vdupq_n_u32(0));
    const uint16x8_t mask = vreinterpretq_u16_u32(vdupq_n_u32(0x0000FFFF));
 
    uint32x4_t even = vmulq_u32(vreinterpretq_u32_u16(vbslq_u16(mask, a.val, zero)),
                                vreinterpretq_u32_u16(vbslq_u16(mask, b.val, zero)));
    uint32x4_t odd  = vmulq_u32(vshrq_n_u32(vreinterpretq_u32_u16(a.val), 16),
                                vshrq_n_u32(vreinterpretq_u32_u16(b.val), 16));
    uint32x4_t uzp1, uzp2;
    _v128_unzip(even, odd, uzp1, uzp2);
    uint64x2_t s0  = vaddl_u32(vget_low_u32(uzp1), vget_high_u32(uzp1));
    uint64x2_t s1  = vaddl_u32(vget_low_u32(uzp2), vget_high_u32(uzp2));
    return v_uint64x2(vaddq_u64(s0, s1));
}
inline v_uint64x2 v_dotprod_expand(const v_uint16x8& a, const v_uint16x8& b, const v_uint64x2& c)
{ return v_add(v_dotprod_expand(a, b), c); }
 
inline v_int64x2 v_dotprod_expand(const v_int16x8& a, const v_int16x8& b)
{
    int32x4_t p0  = vmull_s16(vget_low_s16(a.val),  vget_low_s16(b.val));
    int32x4_t p1  = vmull_s16(vget_high_s16(a.val), vget_high_s16(b.val));
 
    int32x4_t uzp1, uzp2;
    _v128_unzip(p0, p1, uzp1, uzp2);
    int32x4_t sum = vaddq_s32(uzp1, uzp2);
 
    int32x2_t uzpl1, uzpl2;
    _v128_unzip(vget_low_s32(sum), vget_high_s32(sum), uzpl1, uzpl2);
    return v_int64x2(vaddl_s32(uzpl1, uzpl2));
}
inline v_int64x2 v_dotprod_expand(const v_int16x8& a, const v_int16x8& b,
                                  const v_int64x2& c)
{ return v_add(v_dotprod_expand(a, b), c); }
 
// 32 >> 64f
#if CV_SIMD128_64F
inline v_float64x2 v_dotprod_expand(const v_int32x4& a, const v_int32x4& b)
{ return v_cvt_f64(v_dotprod(a, b)); }
inline v_float64x2 v_dotprod_expand(const v_int32x4& a,   const v_int32x4& b,
                                    const v_float64x2& c)
{ return v_add(v_dotprod_expand(a, b), c); }
#endif
 
 
// 16 >> 32
inline v_int32x4 v_dotprod_fast(const v_int16x8& a, const v_int16x8& b)
{
#if CV_NEON_AARCH64
    int32x4_t p = vmull_s16(vget_low_s16(a.val), vget_low_s16(b.val));
    return v_int32x4(vmlal_high_s16(p, a.val, b.val));
#else
    int16x4_t a0 = vget_low_s16(a.val);
    int16x4_t a1 = vget_high_s16(a.val);
    int16x4_t b0 = vget_low_s16(b.val);
    int16x4_t b1 = vget_high_s16(b.val);
    int32x4_t p = vmull_s16(a0, b0);
    return v_int32x4(vmlal_s16(p, a1, b1));
#endif
}
inline v_int32x4 v_dotprod_fast(const v_int16x8& a, const v_int16x8& b, const v_int32x4& c)
{
#if CV_NEON_AARCH64
    int32x4_t p = vmlal_s16(c.val, vget_low_s16(a.val), vget_low_s16(b.val));
    return v_int32x4(vmlal_high_s16(p, a.val, b.val));
#else
    int16x4_t a0 = vget_low_s16(a.val);
    int16x4_t a1 = vget_high_s16(a.val);
    int16x4_t b0 = vget_low_s16(b.val);
    int16x4_t b1 = vget_high_s16(b.val);
    int32x4_t p = vmlal_s16(c.val, a0, b0);
    return v_int32x4(vmlal_s16(p, a1, b1));
#endif
}
 
// 32 >> 64
inline v_int64x2 v_dotprod_fast(const v_int32x4& a, const v_int32x4& b)
{
#if CV_NEON_AARCH64
    int64x2_t p = vmull_s32(vget_low_s32(a.val), vget_low_s32(b.val));
    return v_int64x2(vmlal_high_s32(p, a.val, b.val));
#else
    int32x2_t a0 = vget_low_s32(a.val);
    int32x2_t a1 = vget_high_s32(a.val);
    int32x2_t b0 = vget_low_s32(b.val);
    int32x2_t b1 = vget_high_s32(b.val);
    int64x2_t p = vmull_s32(a0, b0);
    return v_int64x2(vmlal_s32(p, a1, b1));
#endif
}
inline v_int64x2 v_dotprod_fast(const v_int32x4& a, const v_int32x4& b, const v_int64x2& c)
{
#if CV_NEON_AARCH64
    int64x2_t p = vmlal_s32(c.val, vget_low_s32(a.val), vget_low_s32(b.val));
    return v_int64x2(vmlal_high_s32(p, a.val, b.val));
#else
    int32x2_t a0 = vget_low_s32(a.val);
    int32x2_t a1 = vget_high_s32(a.val);
    int32x2_t b0 = vget_low_s32(b.val);
    int32x2_t b1 = vget_high_s32(b.val);
    int64x2_t p = vmlal_s32(c.val, a0, b0);
    return v_int64x2(vmlal_s32(p, a1, b1));
#endif
}
 
// 8 >> 32
#ifdef CV_NEON_DOT
#define OPENCV_HAL_IMPL_NEON_DOT_PRODUCT_FAST_OP(_Tpvec1, _Tpvec2, suffix) \
inline _Tpvec1 v_dotprod_expand_fast(const _Tpvec2& a, const _Tpvec2& b)   \
{ \
    return v_dotprod_expand(a, b); \
} \
inline _Tpvec1 v_dotprod_expand_fast(const _Tpvec2& a, const _Tpvec2& b, const _Tpvec1& c) \
{ \
    return v_dotprod_expand(a, b, c); \
}
 
OPENCV_HAL_IMPL_NEON_DOT_PRODUCT_FAST_OP(v_uint32x4, v_uint8x16, u32)
OPENCV_HAL_IMPL_NEON_DOT_PRODUCT_FAST_OP(v_int32x4,  v_int8x16,  s32)
#else
inline v_uint32x4 v_dotprod_expand_fast(const v_uint8x16& a, const v_uint8x16& b)
{
    uint16x8_t p0 = vmull_u8(vget_low_u8(a.val), vget_low_u8(b.val));
    uint16x8_t p1 = vmull_u8(vget_high_u8(a.val), vget_high_u8(b.val));
    uint32x4_t s0 = vaddl_u16(vget_low_u16(p0), vget_low_u16(p1));
    uint32x4_t s1 = vaddl_u16(vget_high_u16(p0), vget_high_u16(p1));
    return v_uint32x4(vaddq_u32(s0, s1));
}
inline v_uint32x4 v_dotprod_expand_fast(const v_uint8x16& a, const v_uint8x16& b, const v_uint32x4& c)
{
    return v_add(v_dotprod_expand_fast(a, b), c);
}
 
inline v_int32x4 v_dotprod_expand_fast(const v_int8x16& a, const v_int8x16& b)
{
    int16x8_t prod = vmull_s8(vget_low_s8(a.val), vget_low_s8(b.val));
    prod = vmlal_s8(prod, vget_high_s8(a.val), vget_high_s8(b.val));
    return v_int32x4(vaddl_s16(vget_low_s16(prod), vget_high_s16(prod)));
}
inline v_int32x4 v_dotprod_expand_fast(const v_int8x16& a, const v_int8x16& b, const v_int32x4& c)
{
    return v_add(v_dotprod_expand_fast(a, b), c);
}
#endif
 
// 16 >> 64
inline v_uint64x2 v_dotprod_expand_fast(const v_uint16x8& a, const v_uint16x8& b)
{
    uint32x4_t p0  = vmull_u16(vget_low_u16(a.val),  vget_low_u16(b.val));
    uint32x4_t p1  = vmull_u16(vget_high_u16(a.val), vget_high_u16(b.val));
    uint64x2_t s0  = vaddl_u32(vget_low_u32(p0), vget_high_u32(p0));
    uint64x2_t s1  = vaddl_u32(vget_low_u32(p1), vget_high_u32(p1));
    return v_uint64x2(vaddq_u64(s0, s1));
}
inline v_uint64x2 v_dotprod_expand_fast(const v_uint16x8& a, const v_uint16x8& b, const v_uint64x2& c)
{ return v_add(v_dotprod_expand_fast(a, b), c); }
 
inline v_int64x2 v_dotprod_expand_fast(const v_int16x8& a, const v_int16x8& b)
{
    int32x4_t prod = vmull_s16(vget_low_s16(a.val), vget_low_s16(b.val));
    prod = vmlal_s16(prod, vget_high_s16(a.val), vget_high_s16(b.val));
    return v_int64x2(vaddl_s32(vget_low_s32(prod), vget_high_s32(prod)));
}
inline v_int64x2 v_dotprod_expand_fast(const v_int16x8& a, const v_int16x8& b, const v_int64x2& c)
{ return v_add(v_dotprod_expand_fast(a, b), c); }
 
// 32 >> 64f
#if CV_SIMD128_64F
inline v_float64x2 v_dotprod_expand_fast(const v_int32x4& a, const v_int32x4& b)
{ return v_cvt_f64(v_dotprod_fast(a, b)); }
inline v_float64x2 v_dotprod_expand_fast(const v_int32x4& a, const v_int32x4& b, const v_float64x2& c)
{ return v_add(v_dotprod_expand_fast(a, b), c); }
#endif
 
 
#define OPENCV_HAL_IMPL_NEON_LOGIC_OP(_Tpvec, suffix) \
    OPENCV_HAL_IMPL_NEON_BIN_OP(v_and, _Tpvec, vandq_##suffix) \
    OPENCV_HAL_IMPL_NEON_BIN_OP(v_or, _Tpvec, vorrq_##suffix) \
    OPENCV_HAL_IMPL_NEON_BIN_OP(v_xor, _Tpvec, veorq_##suffix) \
    inline _Tpvec v_not (const _Tpvec& a) \
    { \
        return _Tpvec(vreinterpretq_##suffix##_u8(vmvnq_u8(vreinterpretq_u8_##suffix(a.val)))); \
    }
 
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_uint8x16, u8)
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_int8x16, s8)
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_uint16x8, u16)
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_int16x8, s16)
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_uint32x4, u32)
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_int32x4, s32)
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_uint64x2, u64)
OPENCV_HAL_IMPL_NEON_LOGIC_OP(v_int64x2, s64)
 
#define OPENCV_HAL_IMPL_NEON_FLT_BIT_OP(bin_op, intrin) \
inline v_float32x4 bin_op (const v_float32x4& a, const v_float32x4& b) \
{ \
    return v_float32x4(vreinterpretq_f32_s32(intrin(vreinterpretq_s32_f32(a.val), vreinterpretq_s32_f32(b.val)))); \
}
 
OPENCV_HAL_IMPL_NEON_FLT_BIT_OP(v_and, vandq_s32)
OPENCV_HAL_IMPL_NEON_FLT_BIT_OP(v_or, vorrq_s32)
OPENCV_HAL_IMPL_NEON_FLT_BIT_OP(v_xor, veorq_s32)
 
inline v_float32x4 v_not (const v_float32x4& a)
{
    return v_float32x4(vreinterpretq_f32_s32(vmvnq_s32(vreinterpretq_s32_f32(a.val))));
}
 
#if CV_SIMD128_64F
inline v_float32x4 v_sqrt(const v_float32x4& x)
{
    return v_float32x4(vsqrtq_f32(x.val));
}
 
inline v_float32x4 v_invsqrt(const v_float32x4& x)
{
    v_float32x4 one = v_setall_f32(1.0f);
    return v_div(one, v_sqrt(x));
}
#else
inline v_float32x4 v_sqrt(const v_float32x4& x)
{
    float32x4_t x1 = vmaxq_f32(x.val, vdupq_n_f32(FLT_MIN));
    float32x4_t e = vrsqrteq_f32(x1);
    e = vmulq_f32(vrsqrtsq_f32(vmulq_f32(x1, e), e), e);
    e = vmulq_f32(vrsqrtsq_f32(vmulq_f32(x1, e), e), e);
    return v_float32x4(vmulq_f32(x.val, e));
}
 
inline v_float32x4 v_invsqrt(const v_float32x4& x)
{
    float32x4_t e = vrsqrteq_f32(x.val);
    e = vmulq_f32(vrsqrtsq_f32(vmulq_f32(x.val, e), e), e);
    e = vmulq_f32(vrsqrtsq_f32(vmulq_f32(x.val, e), e), e);
    return v_float32x4(e);
}
#endif
 
#define OPENCV_HAL_IMPL_NEON_ABS(_Tpuvec, _Tpsvec, usuffix, ssuffix) \
inline _Tpuvec v_abs(const _Tpsvec& a) { return v_reinterpret_as_##usuffix(_Tpsvec(vabsq_##ssuffix(a.val))); }
 
OPENCV_HAL_IMPL_NEON_ABS(v_uint8x16, v_int8x16, u8, s8)
OPENCV_HAL_IMPL_NEON_ABS(v_uint16x8, v_int16x8, u16, s16)
OPENCV_HAL_IMPL_NEON_ABS(v_uint32x4, v_int32x4, u32, s32)
 
inline v_float32x4 v_abs(v_float32x4 x)
{ return v_float32x4(vabsq_f32(x.val)); }
 
#if CV_SIMD128_64F
#define OPENCV_HAL_IMPL_NEON_DBL_BIT_OP(bin_op, intrin) \
inline v_float64x2 bin_op (const v_float64x2& a, const v_float64x2& b) \
{ \
    return v_float64x2(vreinterpretq_f64_s64(intrin(vreinterpretq_s64_f64(a.val), vreinterpretq_s64_f64(b.val)))); \
}
 
OPENCV_HAL_IMPL_NEON_DBL_BIT_OP(v_and, vandq_s64)
OPENCV_HAL_IMPL_NEON_DBL_BIT_OP(v_or, vorrq_s64)
OPENCV_HAL_IMPL_NEON_DBL_BIT_OP(v_xor, veorq_s64)
 
inline v_float64x2 v_not (const v_float64x2& a)
{
    return v_float64x2(vreinterpretq_f64_s32(vmvnq_s32(vreinterpretq_s32_f64(a.val))));
}
 
inline v_float64x2 v_sqrt(const v_float64x2& x)
{
    return v_float64x2(vsqrtq_f64(x.val));
}
 
inline v_float64x2 v_invsqrt(const v_float64x2& x)
{
    v_float64x2 one = v_setall_f64(1.0f);
    return v_div(one, v_sqrt(x));
}
 
inline v_float64x2 v_abs(v_float64x2 x)
{ return v_float64x2(vabsq_f64(x.val)); }
#endif
 
// TODO: exp, log, sin, cos
 
#define OPENCV_HAL_IMPL_NEON_BIN_FUNC(_Tpvec, func, intrin) \
inline _Tpvec func(const _Tpvec& a, const _Tpvec& b) \
{ \
    return _Tpvec(intrin(a.val, b.val)); \
}
 
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint8x16, v_min, vminq_u8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint8x16, v_max, vmaxq_u8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int8x16, v_min, vminq_s8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int8x16, v_max, vmaxq_s8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint16x8, v_min, vminq_u16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint16x8, v_max, vmaxq_u16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int16x8, v_min, vminq_s16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int16x8, v_max, vmaxq_s16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint32x4, v_min, vminq_u32)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint32x4, v_max, vmaxq_u32)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int32x4, v_min, vminq_s32)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int32x4, v_max, vmaxq_s32)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_float32x4, v_min, vminq_f32)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_float32x4, v_max, vmaxq_f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_float64x2, v_min, vminq_f64)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_float64x2, v_max, vmaxq_f64)
#endif
 
#define OPENCV_HAL_IMPL_NEON_INT_CMP_OP(_Tpvec, cast, suffix, not_suffix) \
inline _Tpvec v_eq (const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(cast(vceqq_##suffix(a.val, b.val))); } \
inline _Tpvec v_ne (const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(cast(vmvnq_##not_suffix(vceqq_##suffix(a.val, b.val)))); } \
inline _Tpvec v_lt (const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(cast(vcltq_##suffix(a.val, b.val))); } \
inline _Tpvec v_gt (const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(cast(vcgtq_##suffix(a.val, b.val))); } \
inline _Tpvec v_le (const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(cast(vcleq_##suffix(a.val, b.val))); } \
inline _Tpvec v_ge (const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(cast(vcgeq_##suffix(a.val, b.val))); }
 
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_uint8x16, OPENCV_HAL_NOP, u8, u8)
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_int8x16, vreinterpretq_s8_u8, s8, u8)
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_uint16x8, OPENCV_HAL_NOP, u16, u16)
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_int16x8, vreinterpretq_s16_u16, s16, u16)
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_uint32x4, OPENCV_HAL_NOP, u32, u32)
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_int32x4, vreinterpretq_s32_u32, s32, u32)
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_float32x4, vreinterpretq_f32_u32, f32, u32)
#if defined(__aarch64__) || defined(_M_ARM64)
static inline uint64x2_t vmvnq_u64(uint64x2_t a)
{
    uint64x2_t vx = vreinterpretq_u64_u32(vdupq_n_u32(0xFFFFFFFF));
    return veorq_u64(a, vx);
}
//OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_uint64x2, OPENCV_HAL_NOP, u64, u64)
//OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_int64x2, vreinterpretq_s64_u64, s64, u64)
static inline v_uint64x2 v_eq (const v_uint64x2& a, const v_uint64x2& b)
{ return v_uint64x2(vceqq_u64(a.val, b.val)); }
static inline v_uint64x2 v_ne (const v_uint64x2& a, const v_uint64x2& b)
{ return v_uint64x2(vmvnq_u64(vceqq_u64(a.val, b.val))); }
static inline v_int64x2 v_eq (const v_int64x2& a, const v_int64x2& b)
{ return v_int64x2(vreinterpretq_s64_u64(vceqq_s64(a.val, b.val))); }
static inline v_int64x2 v_ne (const v_int64x2& a, const v_int64x2& b)
{ return v_int64x2(vreinterpretq_s64_u64(vmvnq_u64(vceqq_s64(a.val, b.val)))); }
#else
static inline v_uint64x2 v_eq (const v_uint64x2& a, const v_uint64x2& b)
{
    uint32x4_t cmp = vceqq_u32(vreinterpretq_u32_u64(a.val), vreinterpretq_u32_u64(b.val));
    uint32x4_t swapped = vrev64q_u32(cmp);
    return v_uint64x2(vreinterpretq_u64_u32(vandq_u32(cmp, swapped)));
}
static inline v_uint64x2 v_ne (const v_uint64x2& a, const v_uint64x2& b)
{
    uint32x4_t cmp = vceqq_u32(vreinterpretq_u32_u64(a.val), vreinterpretq_u32_u64(b.val));
    uint32x4_t swapped = vrev64q_u32(cmp);
    uint64x2_t v_eq = vreinterpretq_u64_u32(vandq_u32(cmp, swapped));
    uint64x2_t vx = vreinterpretq_u64_u32(vdupq_n_u32(0xFFFFFFFF));
    return v_uint64x2(veorq_u64(v_eq, vx));
}
static inline v_int64x2 v_eq (const v_int64x2& a, const v_int64x2& b)
{
    return v_reinterpret_as_s64(v_eq(v_reinterpret_as_u64(a), v_reinterpret_as_u64(b)));
}
static inline v_int64x2 v_ne (const v_int64x2& a, const v_int64x2& b)
{
    return v_reinterpret_as_s64(v_ne(v_reinterpret_as_u64(a), v_reinterpret_as_u64(b)));
}
#endif
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_INT_CMP_OP(v_float64x2, vreinterpretq_f64_u64, f64, u64)
#endif
 
inline v_float32x4 v_not_nan(const v_float32x4& a)
{ return v_float32x4(vreinterpretq_f32_u32(vceqq_f32(a.val, a.val))); }
#if CV_SIMD128_64F
inline v_float64x2 v_not_nan(const v_float64x2& a)
{ return v_float64x2(vreinterpretq_f64_u64(vceqq_f64(a.val, a.val))); }
#endif
 
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint8x16, v_add_wrap, vaddq_u8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int8x16, v_add_wrap, vaddq_s8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint16x8, v_add_wrap, vaddq_u16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int16x8, v_add_wrap, vaddq_s16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint8x16, v_sub_wrap, vsubq_u8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int8x16, v_sub_wrap, vsubq_s8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint16x8, v_sub_wrap, vsubq_u16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int16x8, v_sub_wrap, vsubq_s16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint8x16, v_mul_wrap, vmulq_u8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int8x16, v_mul_wrap, vmulq_s8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint16x8, v_mul_wrap, vmulq_u16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_int16x8, v_mul_wrap, vmulq_s16)
 
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint8x16, v_absdiff, vabdq_u8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint16x8, v_absdiff, vabdq_u16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_uint32x4, v_absdiff, vabdq_u32)
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_float32x4, v_absdiff, vabdq_f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_BIN_FUNC(v_float64x2, v_absdiff, vabdq_f64)
#endif
 
inline v_int8x16 v_absdiffs(const v_int8x16& a, const v_int8x16& b)
{ return v_int8x16(vqabsq_s8(vqsubq_s8(a.val, b.val))); }
inline v_int16x8 v_absdiffs(const v_int16x8& a, const v_int16x8& b)
{ return v_int16x8(vqabsq_s16(vqsubq_s16(a.val, b.val))); }
 
#define OPENCV_HAL_IMPL_NEON_BIN_FUNC2(_Tpvec, _Tpvec2, cast, func, intrin) \
inline _Tpvec2 func(const _Tpvec& a, const _Tpvec& b) \
{ \
    return _Tpvec2(cast(intrin(a.val, b.val))); \
}
 
OPENCV_HAL_IMPL_NEON_BIN_FUNC2(v_int8x16, v_uint8x16, vreinterpretq_u8_s8, v_absdiff, vabdq_s8)
OPENCV_HAL_IMPL_NEON_BIN_FUNC2(v_int16x8, v_uint16x8, vreinterpretq_u16_s16, v_absdiff, vabdq_s16)
OPENCV_HAL_IMPL_NEON_BIN_FUNC2(v_int32x4, v_uint32x4, vreinterpretq_u32_s32, v_absdiff, vabdq_s32)
 
inline v_float32x4 v_magnitude(const v_float32x4& a, const v_float32x4& b)
{
    v_float32x4 x(vmlaq_f32(vmulq_f32(a.val, a.val), b.val, b.val));
    return v_sqrt(x);
}
 
inline v_float32x4 v_sqr_magnitude(const v_float32x4& a, const v_float32x4& b)
{
    return v_float32x4(vmlaq_f32(vmulq_f32(a.val, a.val), b.val, b.val));
}
 
inline v_float32x4 v_fma(const v_float32x4& a, const v_float32x4& b, const v_float32x4& c)
{
#if CV_SIMD128_64F
    // ARMv8, which adds support for 64-bit floating-point (so CV_SIMD128_64F is defined),
    // also adds FMA support both for single- and double-precision floating-point vectors
    return v_float32x4(vfmaq_f32(c.val, a.val, b.val));
#else
    return v_float32x4(vmlaq_f32(c.val, a.val, b.val));
#endif
}
 
inline v_int32x4 v_fma(const v_int32x4& a, const v_int32x4& b, const v_int32x4& c)
{
    return v_int32x4(vmlaq_s32(c.val, a.val, b.val));
}
 
inline v_float32x4 v_muladd(const v_float32x4& a, const v_float32x4& b, const v_float32x4& c)
{
    return v_fma(a, b, c);
}
 
inline v_int32x4 v_muladd(const v_int32x4& a, const v_int32x4& b, const v_int32x4& c)
{
    return v_fma(a, b, c);
}
 
#if CV_SIMD128_64F
inline v_float64x2 v_magnitude(const v_float64x2& a, const v_float64x2& b)
{
    v_float64x2 x(vaddq_f64(vmulq_f64(a.val, a.val), vmulq_f64(b.val, b.val)));
    return v_sqrt(x);
}
 
inline v_float64x2 v_sqr_magnitude(const v_float64x2& a, const v_float64x2& b)
{
    return v_float64x2(vaddq_f64(vmulq_f64(a.val, a.val), vmulq_f64(b.val, b.val)));
}
 
inline v_float64x2 v_fma(const v_float64x2& a, const v_float64x2& b, const v_float64x2& c)
{
    return v_float64x2(vfmaq_f64(c.val, a.val, b.val));
}
 
inline v_float64x2 v_muladd(const v_float64x2& a, const v_float64x2& b, const v_float64x2& c)
{
    return v_fma(a, b, c);
}
#endif
 
// trade efficiency for convenience
#define OPENCV_HAL_IMPL_NEON_SHIFT_OP(_Tpvec, suffix, _Tps, ssuffix) \
inline _Tpvec v_shl (const _Tpvec& a, int n) \
{ return _Tpvec(vshlq_##suffix(a.val, vdupq_n_##ssuffix((_Tps)n))); } \
inline _Tpvec v_shr (const _Tpvec& a, int n) \
{ return _Tpvec(vshlq_##suffix(a.val, vdupq_n_##ssuffix((_Tps)-n))); } \
template<int n> inline _Tpvec v_shl(const _Tpvec& a) \
{ return _Tpvec(vshlq_n_##suffix(a.val, n)); } \
template<int n> inline _Tpvec v_shr(const _Tpvec& a) \
{ return _Tpvec(vshrq_n_##suffix(a.val, n)); } \
template<int n> inline _Tpvec v_rshr(const _Tpvec& a) \
{ return _Tpvec(vrshrq_n_##suffix(a.val, n)); }
 
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_uint8x16, u8, schar, s8)
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_int8x16, s8, schar, s8)
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_uint16x8, u16, short, s16)
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_int16x8, s16, short, s16)
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_uint32x4, u32, int, s32)
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_int32x4, s32, int, s32)
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_uint64x2, u64, int64, s64)
OPENCV_HAL_IMPL_NEON_SHIFT_OP(v_int64x2, s64, int64, s64)
 
#define OPENCV_HAL_IMPL_NEON_ROTATE_OP(_Tpvec, suffix) \
template<int n> inline _Tpvec v_rotate_right(const _Tpvec& a) \
{ return _Tpvec(vextq_##suffix(a.val, vdupq_n_##suffix(0), n)); } \
template<int n> inline _Tpvec v_rotate_left(const _Tpvec& a) \
{ return _Tpvec(vextq_##suffix(vdupq_n_##suffix(0), a.val, VTraits<_Tpvec>::nlanes - n)); } \
template<> inline _Tpvec v_rotate_left<0>(const _Tpvec& a) \
{ return a; } \
template<int n> inline _Tpvec v_rotate_right(const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(vextq_##suffix(a.val, b.val, n)); } \
template<int n> inline _Tpvec v_rotate_left(const _Tpvec& a, const _Tpvec& b) \
{ return _Tpvec(vextq_##suffix(b.val, a.val, VTraits<_Tpvec>::nlanes - n)); } \
template<> inline _Tpvec v_rotate_left<0>(const _Tpvec& a, const _Tpvec& b) \
{ CV_UNUSED(b); return a; }
 
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_uint8x16, u8)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_int8x16, s8)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_uint16x8, u16)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_int16x8, s16)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_uint32x4, u32)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_int32x4, s32)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_float32x4, f32)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_uint64x2, u64)
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_int64x2, s64)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_ROTATE_OP(v_float64x2, f64)
#endif
 
#if defined(__clang__) && defined(__aarch64__)
// avoid LD2 instruction. details: https://github.com/opencv/opencv/issues/14863
#define OPENCV_HAL_IMPL_NEON_LOAD_LOW_OP(_Tpvec, _Tp, suffix) \
inline _Tpvec v_load_low(const _Tp* ptr) \
{ \
typedef uint64 CV_DECL_ALIGNED(1) unaligned_uint64; \
uint64 v = *(unaligned_uint64*)ptr; \
return _Tpvec(v_reinterpret_as_##suffix(v_uint64x2(v, (uint64)123456))); \
}
#else
#define OPENCV_HAL_IMPL_NEON_LOAD_LOW_OP(_Tpvec, _Tp, suffix) \
inline _Tpvec v_load_low(const _Tp* ptr) \
{ return _Tpvec(vcombine_##suffix(vld1_##suffix(ptr), vdup_n_##suffix((_Tp)0))); }
#endif
 
#define OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(_Tpvec, _Tp, suffix) \
inline _Tpvec v_load(const _Tp* ptr) \
{ return _Tpvec(vld1q_##suffix(ptr)); } \
inline _Tpvec v_load_aligned(const _Tp* ptr) \
{ return _Tpvec(vld1q_##suffix(ptr)); } \
OPENCV_HAL_IMPL_NEON_LOAD_LOW_OP(_Tpvec, _Tp, suffix) \
inline _Tpvec v_load_halves(const _Tp* ptr0, const _Tp* ptr1) \
{ return _Tpvec(vcombine_##suffix(vld1_##suffix(ptr0), vld1_##suffix(ptr1))); } \
inline void v_store(_Tp* ptr, const _Tpvec& a) \
{ vst1q_##suffix(ptr, a.val); } \
inline void v_store_aligned(_Tp* ptr, const _Tpvec& a) \
{ vst1q_##suffix(ptr, a.val); } \
inline void v_store_aligned_nocache(_Tp* ptr, const _Tpvec& a) \
{ vst1q_##suffix(ptr, a.val); } \
inline void v_store(_Tp* ptr, const _Tpvec& a, hal::StoreMode /*mode*/) \
{ vst1q_##suffix(ptr, a.val); } \
inline void v_store_low(_Tp* ptr, const _Tpvec& a) \
{ vst1_##suffix(ptr, vget_low_##suffix(a.val)); } \
inline void v_store_high(_Tp* ptr, const _Tpvec& a) \
{ vst1_##suffix(ptr, vget_high_##suffix(a.val)); }
 
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_uint8x16, uchar, u8)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_int8x16, schar, s8)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_uint16x8, ushort, u16)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_int16x8, short, s16)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_uint32x4, unsigned, u32)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_int32x4, int, s32)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_uint64x2, uint64, u64)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_int64x2, int64, s64)
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_float32x4, float, f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_LOADSTORE_OP(v_float64x2, double, f64)
#endif
 
inline unsigned v_reduce_sum(const v_uint8x16& a)
{
#if CV_NEON_AARCH64
    uint16_t t0 = vaddlvq_u8(a.val);
    return t0;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vpaddlq_u16(vpaddlq_u8(a.val));
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline int v_reduce_sum(const v_int8x16& a)
{
#if CV_NEON_AARCH64
    int16_t t0 = vaddlvq_s8(a.val);
    return t0;
#else // #if CV_NEON_AARCH64
    int32x4_t t0 = vpaddlq_s16(vpaddlq_s8(a.val));
    int32x2_t t1 = vpadd_s32(vget_low_s32(t0), vget_high_s32(t0));
    return vget_lane_s32(vpadd_s32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline unsigned v_reduce_sum(const v_uint16x8& a)
{
#if CV_NEON_AARCH64
    uint32_t t0 = vaddlvq_u16(a.val);
    return t0;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vpaddlq_u16(a.val);
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline int v_reduce_sum(const v_int16x8& a)
{
#if CV_NEON_AARCH64
    int32_t t0 = vaddlvq_s16(a.val);
    return t0;
#else // #if CV_NEON_AARCH64
    int32x4_t t0 = vpaddlq_s16(a.val);
    int32x2_t t1 = vpadd_s32(vget_low_s32(t0), vget_high_s32(t0));
    return vget_lane_s32(vpadd_s32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
 
#if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_REDUCE_OP_16(_Tpvec, _Tpnvec, scalartype, func, vectorfunc, suffix) \
inline scalartype v_reduce_##func(const _Tpvec& a) \
{ \
    return v##vectorfunc##vq_##suffix(a.val); \
}
#else // #if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_REDUCE_OP_16(_Tpvec, _Tpnvec, scalartype, func, vectorfunc, suffix) \
inline scalartype v_reduce_##func(const _Tpvec& a) \
{ \
    _Tpnvec##_t a0 = vp##vectorfunc##_##suffix(vget_low_##suffix(a.val), vget_high_##suffix(a.val)); \
    a0 = vp##vectorfunc##_##suffix(a0, a0); \
    a0 = vp##vectorfunc##_##suffix(a0, a0); \
    return (scalartype)vget_lane_##suffix(vp##vectorfunc##_##suffix(a0, a0),0); \
}
#endif // #if CV_NEON_AARCH64
 
OPENCV_HAL_IMPL_NEON_REDUCE_OP_16(v_uint8x16, uint8x8, uchar, max, max, u8)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_16(v_uint8x16, uint8x8, uchar, min, min, u8)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_16(v_int8x16, int8x8, schar, max, max, s8)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_16(v_int8x16, int8x8, schar, min, min, s8)
 
#if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_REDUCE_OP_8(_Tpvec, _Tpnvec, scalartype, func, vectorfunc, suffix) \
inline scalartype v_reduce_##func(const _Tpvec& a) \
{ \
    return v##vectorfunc##vq_##suffix(a.val); \
}
#else // #if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_REDUCE_OP_8(_Tpvec, _Tpnvec, scalartype, func, vectorfunc, suffix) \
inline scalartype v_reduce_##func(const _Tpvec& a) \
{ \
    _Tpnvec##_t a0 = vp##vectorfunc##_##suffix(vget_low_##suffix(a.val), vget_high_##suffix(a.val)); \
    a0 = vp##vectorfunc##_##suffix(a0, a0); \
    return (scalartype)vget_lane_##suffix(vp##vectorfunc##_##suffix(a0, a0),0); \
}
#endif // #if CV_NEON_AARCH64
 
OPENCV_HAL_IMPL_NEON_REDUCE_OP_8(v_uint16x8, uint16x4, ushort, max, max, u16)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_8(v_uint16x8, uint16x4, ushort, min, min, u16)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_8(v_int16x8, int16x4, short, max, max, s16)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_8(v_int16x8, int16x4, short, min, min, s16)
 
#if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(_Tpvec, _Tpnvec, scalartype, func, vectorfunc, suffix) \
inline scalartype v_reduce_##func(const _Tpvec& a) \
{ \
    return v##vectorfunc##vq_##suffix(a.val); \
}
#else // #if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(_Tpvec, _Tpnvec, scalartype, func, vectorfunc, suffix) \
inline scalartype v_reduce_##func(const _Tpvec& a) \
{ \
    _Tpnvec##_t a0 = vp##vectorfunc##_##suffix(vget_low_##suffix(a.val), vget_high_##suffix(a.val)); \
    return (scalartype)vget_lane_##suffix(vp##vectorfunc##_##suffix(a0, vget_high_##suffix(a.val)),0); \
}
#endif // #if CV_NEON_AARCH64
 
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_uint32x4, uint32x2, unsigned, sum, add, u32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_uint32x4, uint32x2, unsigned, max, max, u32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_uint32x4, uint32x2, unsigned, min, min, u32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_int32x4, int32x2, int, sum, add, s32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_int32x4, int32x2, int, max, max, s32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_int32x4, int32x2, int, min, min, s32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_float32x4, float32x2, float, sum, add, f32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_float32x4, float32x2, float, max, max, f32)
OPENCV_HAL_IMPL_NEON_REDUCE_OP_4(v_float32x4, float32x2, float, min, min, f32)
 
inline uint64 v_reduce_sum(const v_uint64x2& a)
{
#if CV_NEON_AARCH64
    return vaddvq_u64(a.val);
#else // #if CV_NEON_AARCH64
    return vget_lane_u64(vadd_u64(vget_low_u64(a.val), vget_high_u64(a.val)),0);
#endif // #if CV_NEON_AARCH64
}
inline int64 v_reduce_sum(const v_int64x2& a)
{
#if CV_NEON_AARCH64
    return vaddvq_s64(a.val);
#else // #if CV_NEON_AARCH64
    return vget_lane_s64(vadd_s64(vget_low_s64(a.val), vget_high_s64(a.val)),0);
#endif // #if CV_NEON_AARCH64
}
#if CV_SIMD128_64F
inline double v_reduce_sum(const v_float64x2& a)
{
    return vaddvq_f64(a.val);
}
#endif
 
inline v_float32x4 v_reduce_sum4(const v_float32x4& a, const v_float32x4& b,
                                 const v_float32x4& c, const v_float32x4& d)
{
#if CV_NEON_AARCH64
    float32x4_t ab = vpaddq_f32(a.val, b.val); // a0+a1 a2+a3 b0+b1 b2+b3
    float32x4_t cd = vpaddq_f32(c.val, d.val); // c0+c1 d0+d1 c2+c3 d2+d3
    return v_float32x4(vpaddq_f32(ab, cd));  // sumA sumB sumC sumD
#else // #if CV_NEON_AARCH64
    float32x4x2_t ab = vtrnq_f32(a.val, b.val);
    float32x4x2_t cd = vtrnq_f32(c.val, d.val);
 
    float32x4_t u0 = vaddq_f32(ab.val[0], ab.val[1]); // a0+a1 b0+b1 a2+a3 b2+b3
    float32x4_t u1 = vaddq_f32(cd.val[0], cd.val[1]); // c0+c1 d0+d1 c2+c3 d2+d3
 
    float32x4_t v0 = vcombine_f32(vget_low_f32(u0), vget_low_f32(u1));
    float32x4_t v1 = vcombine_f32(vget_high_f32(u0), vget_high_f32(u1));
 
    return v_float32x4(vaddq_f32(v0, v1));
#endif // #if CV_NEON_AARCH64
}
 
inline unsigned v_reduce_sad(const v_uint8x16& a, const v_uint8x16& b)
{
#if CV_NEON_AARCH64
    uint8x16_t t0 = vabdq_u8(a.val, b.val);
    uint16_t t1 = vaddlvq_u8(t0);
    return t1;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vpaddlq_u16(vpaddlq_u8(vabdq_u8(a.val, b.val)));
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline unsigned v_reduce_sad(const v_int8x16& a, const v_int8x16& b)
{
#if CV_NEON_AARCH64
    uint8x16_t t0 = vreinterpretq_u8_s8(vabdq_s8(a.val, b.val));
    uint16_t t1 = vaddlvq_u8(t0);
    return t1;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vpaddlq_u16(vpaddlq_u8(vreinterpretq_u8_s8(vabdq_s8(a.val, b.val))));
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline unsigned v_reduce_sad(const v_uint16x8& a, const v_uint16x8& b)
{
#if CV_NEON_AARCH64
    uint16x8_t t0 = vabdq_u16(a.val, b.val);
    uint32_t t1 = vaddlvq_u16(t0);
    return t1;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vpaddlq_u16(vabdq_u16(a.val, b.val));
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline unsigned v_reduce_sad(const v_int16x8& a, const v_int16x8& b)
{
#if CV_NEON_AARCH64
    uint16x8_t t0 = vreinterpretq_u16_s16(vabdq_s16(a.val, b.val));
    uint32_t t1 = vaddlvq_u16(t0);
    return t1;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vpaddlq_u16(vreinterpretq_u16_s16(vabdq_s16(a.val, b.val)));
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline unsigned v_reduce_sad(const v_uint32x4& a, const v_uint32x4& b)
{
#if CV_NEON_AARCH64
    uint32x4_t t0 = vabdq_u32(a.val, b.val);
    uint32_t t1 = vaddvq_u32(t0);
    return t1;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vabdq_u32(a.val, b.val);
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline unsigned v_reduce_sad(const v_int32x4& a, const v_int32x4& b)
{
#if CV_NEON_AARCH64
    uint32x4_t t0 = vreinterpretq_u32_s32(vabdq_s32(a.val, b.val));
    uint32_t t1 = vaddvq_u32(t0);
    return t1;
#else // #if CV_NEON_AARCH64
    uint32x4_t t0 = vreinterpretq_u32_s32(vabdq_s32(a.val, b.val));
    uint32x2_t t1 = vpadd_u32(vget_low_u32(t0), vget_high_u32(t0));
    return vget_lane_u32(vpadd_u32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
inline float v_reduce_sad(const v_float32x4& a, const v_float32x4& b)
{
#if CV_NEON_AARCH64
    float32x4_t t0 = vabdq_f32(a.val, b.val);
    return vaddvq_f32(t0);
#else // #if CV_NEON_AARCH64
    float32x4_t t0 = vabdq_f32(a.val, b.val);
    float32x2_t t1 = vpadd_f32(vget_low_f32(t0), vget_high_f32(t0));
    return vget_lane_f32(vpadd_f32(t1, t1), 0);
#endif // #if CV_NEON_AARCH64
}
 
inline v_uint8x16 v_popcount(const v_uint8x16& a)
{ return v_uint8x16(vcntq_u8(a.val)); }
inline v_uint8x16 v_popcount(const v_int8x16& a)
{ return v_uint8x16(vcntq_u8(vreinterpretq_u8_s8(a.val))); }
inline v_uint16x8 v_popcount(const v_uint16x8& a)
{ return v_uint16x8(vpaddlq_u8(vcntq_u8(vreinterpretq_u8_u16(a.val)))); }
inline v_uint16x8 v_popcount(const v_int16x8& a)
{ return v_uint16x8(vpaddlq_u8(vcntq_u8(vreinterpretq_u8_s16(a.val)))); }
inline v_uint32x4 v_popcount(const v_uint32x4& a)
{ return v_uint32x4(vpaddlq_u16(vpaddlq_u8(vcntq_u8(vreinterpretq_u8_u32(a.val))))); }
inline v_uint32x4 v_popcount(const v_int32x4& a)
{ return v_uint32x4(vpaddlq_u16(vpaddlq_u8(vcntq_u8(vreinterpretq_u8_s32(a.val))))); }
inline v_uint64x2 v_popcount(const v_uint64x2& a)
{ return v_uint64x2(vpaddlq_u32(vpaddlq_u16(vpaddlq_u8(vcntq_u8(vreinterpretq_u8_u64(a.val)))))); }
inline v_uint64x2 v_popcount(const v_int64x2& a)
{ return v_uint64x2(vpaddlq_u32(vpaddlq_u16(vpaddlq_u8(vcntq_u8(vreinterpretq_u8_s64(a.val)))))); }
 
inline int v_signmask(const v_uint8x16& a)
{
#if CV_NEON_AARCH64
    const int8x16_t signPosition = {0,1,2,3,4,5,6,7,0,1,2,3,4,5,6,7};
    const uint8x16_t byteOrder = {0,8,1,9,2,10,3,11,4,12,5,13,6,14,7,15};
    uint8x16_t v0 = vshlq_u8(vshrq_n_u8(a.val, 7), signPosition);
    uint8x16_t v1 = vqtbl1q_u8(v0, byteOrder);
    uint32_t t0 = vaddlvq_u16(vreinterpretq_u16_u8(v1));
    return t0;
#else // #if CV_NEON_AARCH64
    int8x8_t m0 = vcreate_s8(CV_BIG_UINT(0x0706050403020100));
    uint8x16_t v0 = vshlq_u8(vshrq_n_u8(a.val, 7), vcombine_s8(m0, m0));
    uint64x2_t v1 = vpaddlq_u32(vpaddlq_u16(vpaddlq_u8(v0)));
    return (int)vgetq_lane_u64(v1, 0) + ((int)vgetq_lane_u64(v1, 1) << 8);
#endif // #if CV_NEON_AARCH64
}
 
inline int v_signmask(const v_int8x16& a)
{ return v_signmask(v_reinterpret_as_u8(a)); }
 
inline int v_signmask(const v_uint16x8& a)
{
#if CV_NEON_AARCH64
    const int16x8_t signPosition = {0,1,2,3,4,5,6,7};
    uint16x8_t v0 = vshlq_u16(vshrq_n_u16(a.val, 15), signPosition);
    uint32_t t0 = vaddlvq_u16(v0);
    return t0;
#else // #if CV_NEON_AARCH64
    int16x4_t m0 = vcreate_s16(CV_BIG_UINT(0x0003000200010000));
    uint16x8_t v0 = vshlq_u16(vshrq_n_u16(a.val, 15), vcombine_s16(m0, m0));
    uint64x2_t v1 = vpaddlq_u32(vpaddlq_u16(v0));
    return (int)vgetq_lane_u64(v1, 0) + ((int)vgetq_lane_u64(v1, 1) << 4);
#endif // #if CV_NEON_AARCH64
}
inline int v_signmask(const v_int16x8& a)
{ return v_signmask(v_reinterpret_as_u16(a)); }
 
inline int v_signmask(const v_uint32x4& a)
{
#if CV_NEON_AARCH64
    const int32x4_t signPosition = {0,1,2,3};
    uint32x4_t v0 = vshlq_u32(vshrq_n_u32(a.val, 31), signPosition);
    uint32_t t0 = vaddvq_u32(v0);
    return t0;
#else // #if CV_NEON_AARCH64
    int32x2_t m0 = vcreate_s32(CV_BIG_UINT(0x0000000100000000));
    uint32x4_t v0 = vshlq_u32(vshrq_n_u32(a.val, 31), vcombine_s32(m0, m0));
    uint64x2_t v1 = vpaddlq_u32(v0);
    return (int)vgetq_lane_u64(v1, 0) + ((int)vgetq_lane_u64(v1, 1) << 2);
#endif // #if CV_NEON_AARCH64
}
inline int v_signmask(const v_int32x4& a)
{ return v_signmask(v_reinterpret_as_u32(a)); }
inline int v_signmask(const v_float32x4& a)
{ return v_signmask(v_reinterpret_as_u32(a)); }
inline int v_signmask(const v_uint64x2& a)
{
#if CV_NEON_AARCH64
    const int64x2_t signPosition = {0,1};
    uint64x2_t v0 = vshlq_u64(vshrq_n_u64(a.val, 63), signPosition);
    int t0 = (int)vaddvq_u64(v0);
    return t0;
#else // #if CV_NEON_AARCH64
    int64x1_t m0 = vdup_n_s64(0);
    uint64x2_t v0 = vshlq_u64(vshrq_n_u64(a.val, 63), vcombine_s64(m0, m0));
    return (int)vgetq_lane_u64(v0, 0) + ((int)vgetq_lane_u64(v0, 1) << 1);
#endif // #if CV_NEON_AARCH64
}
inline int v_signmask(const v_int64x2& a)
{ return v_signmask(v_reinterpret_as_u64(a)); }
#if CV_SIMD128_64F
inline int v_signmask(const v_float64x2& a)
{ return v_signmask(v_reinterpret_as_u64(a)); }
#endif
 
inline int v_scan_forward(const v_int8x16& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_uint8x16& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_int16x8& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_uint16x8& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_int32x4& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_uint32x4& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_float32x4& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_int64x2& a) { return trailingZeros32(v_signmask(a)); }
inline int v_scan_forward(const v_uint64x2& a) { return trailingZeros32(v_signmask(a)); }
#if CV_SIMD128_64F
inline int v_scan_forward(const v_float64x2& a) { return trailingZeros32(v_signmask(a)); }
#endif
 
#if CV_NEON_AARCH64
    #define OPENCV_HAL_IMPL_NEON_CHECK_ALLANY(_Tpvec, suffix, shift) \
    inline bool v_check_all(const v_##_Tpvec& a) \
    { \
        return (vminvq_##suffix(a.val) >> shift) != 0; \
    } \
    inline bool v_check_any(const v_##_Tpvec& a) \
    { \
        return (vmaxvq_##suffix(a.val) >> shift) != 0; \
    }
#else // #if CV_NEON_AARCH64
    #define OPENCV_HAL_IMPL_NEON_CHECK_ALLANY(_Tpvec, suffix, shift) \
    inline bool v_check_all(const v_##_Tpvec& a) \
    { \
        _Tpvec##_t v0 = vshrq_n_##suffix(vmvnq_##suffix(a.val), shift); \
        uint64x2_t v1 = vreinterpretq_u64_##suffix(v0); \
        return (vgetq_lane_u64(v1, 0) | vgetq_lane_u64(v1, 1)) == 0; \
    } \
    inline bool v_check_any(const v_##_Tpvec& a) \
    { \
        _Tpvec##_t v0 = vshrq_n_##suffix(a.val, shift); \
        uint64x2_t v1 = vreinterpretq_u64_##suffix(v0); \
        return (vgetq_lane_u64(v1, 0) | vgetq_lane_u64(v1, 1)) != 0; \
    }
#endif // #if CV_NEON_AARCH64
 
OPENCV_HAL_IMPL_NEON_CHECK_ALLANY(uint8x16, u8, 7)
OPENCV_HAL_IMPL_NEON_CHECK_ALLANY(uint16x8, u16, 15)
OPENCV_HAL_IMPL_NEON_CHECK_ALLANY(uint32x4, u32, 31)
 
inline bool v_check_all(const v_uint64x2& a)
{
    uint64x2_t v0 = vshrq_n_u64(a.val, 63);
    return (vgetq_lane_u64(v0, 0) & vgetq_lane_u64(v0, 1)) == 1;
}
inline bool v_check_any(const v_uint64x2& a)
{
    uint64x2_t v0 = vshrq_n_u64(a.val, 63);
    return (vgetq_lane_u64(v0, 0) | vgetq_lane_u64(v0, 1)) != 0;
}
 
inline bool v_check_all(const v_int8x16& a)
{ return v_check_all(v_reinterpret_as_u8(a)); }
inline bool v_check_all(const v_int16x8& a)
{ return v_check_all(v_reinterpret_as_u16(a)); }
inline bool v_check_all(const v_int32x4& a)
{ return v_check_all(v_reinterpret_as_u32(a)); }
inline bool v_check_all(const v_float32x4& a)
{ return v_check_all(v_reinterpret_as_u32(a)); }
 
inline bool v_check_any(const v_int8x16& a)
{ return v_check_any(v_reinterpret_as_u8(a)); }
inline bool v_check_any(const v_int16x8& a)
{ return v_check_any(v_reinterpret_as_u16(a)); }
inline bool v_check_any(const v_int32x4& a)
{ return v_check_any(v_reinterpret_as_u32(a)); }
inline bool v_check_any(const v_float32x4& a)
{ return v_check_any(v_reinterpret_as_u32(a)); }
 
inline bool v_check_all(const v_int64x2& a)
{ return v_check_all(v_reinterpret_as_u64(a)); }
inline bool v_check_any(const v_int64x2& a)
{ return v_check_any(v_reinterpret_as_u64(a)); }
#if CV_SIMD128_64F
inline bool v_check_all(const v_float64x2& a)
{ return v_check_all(v_reinterpret_as_u64(a)); }
inline bool v_check_any(const v_float64x2& a)
{ return v_check_any(v_reinterpret_as_u64(a)); }
#endif
 
#define OPENCV_HAL_IMPL_NEON_SELECT(_Tpvec, suffix, usuffix) \
inline _Tpvec v_select(const _Tpvec& mask, const _Tpvec& a, const _Tpvec& b) \
{ \
    return _Tpvec(vbslq_##suffix(vreinterpretq_##usuffix##_##suffix(mask.val), a.val, b.val)); \
}
 
OPENCV_HAL_IMPL_NEON_SELECT(v_uint8x16, u8, u8)
OPENCV_HAL_IMPL_NEON_SELECT(v_int8x16, s8, u8)
OPENCV_HAL_IMPL_NEON_SELECT(v_uint16x8, u16, u16)
OPENCV_HAL_IMPL_NEON_SELECT(v_int16x8, s16, u16)
OPENCV_HAL_IMPL_NEON_SELECT(v_uint32x4, u32, u32)
OPENCV_HAL_IMPL_NEON_SELECT(v_int32x4, s32, u32)
OPENCV_HAL_IMPL_NEON_SELECT(v_float32x4, f32, u32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_SELECT(v_float64x2, f64, u64)
#endif
 
#if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_EXPAND(_Tpvec, _Tpwvec, _Tp, suffix) \
inline void v_expand(const _Tpvec& a, _Tpwvec& b0, _Tpwvec& b1) \
{ \
    b0.val = vmovl_##suffix(vget_low_##suffix(a.val)); \
    b1.val = vmovl_high_##suffix(a.val); \
} \
inline _Tpwvec v_expand_low(const _Tpvec& a) \
{ \
    return _Tpwvec(vmovl_##suffix(vget_low_##suffix(a.val))); \
} \
inline _Tpwvec v_expand_high(const _Tpvec& a) \
{ \
    return _Tpwvec(vmovl_high_##suffix(a.val)); \
} \
inline _Tpwvec v_load_expand(const _Tp* ptr) \
{ \
    return _Tpwvec(vmovl_##suffix(vld1_##suffix(ptr))); \
}
#else
#define OPENCV_HAL_IMPL_NEON_EXPAND(_Tpvec, _Tpwvec, _Tp, suffix) \
inline void v_expand(const _Tpvec& a, _Tpwvec& b0, _Tpwvec& b1) \
{ \
    b0.val = vmovl_##suffix(vget_low_##suffix(a.val)); \
    b1.val = vmovl_##suffix(vget_high_##suffix(a.val)); \
} \
inline _Tpwvec v_expand_low(const _Tpvec& a) \
{ \
    return _Tpwvec(vmovl_##suffix(vget_low_##suffix(a.val))); \
} \
inline _Tpwvec v_expand_high(const _Tpvec& a) \
{ \
    return _Tpwvec(vmovl_##suffix(vget_high_##suffix(a.val))); \
} \
inline _Tpwvec v_load_expand(const _Tp* ptr) \
{ \
    return _Tpwvec(vmovl_##suffix(vld1_##suffix(ptr))); \
}
#endif
 
OPENCV_HAL_IMPL_NEON_EXPAND(v_uint8x16, v_uint16x8, uchar, u8)
OPENCV_HAL_IMPL_NEON_EXPAND(v_int8x16, v_int16x8, schar, s8)
OPENCV_HAL_IMPL_NEON_EXPAND(v_uint16x8, v_uint32x4, ushort, u16)
OPENCV_HAL_IMPL_NEON_EXPAND(v_int16x8, v_int32x4, short, s16)
OPENCV_HAL_IMPL_NEON_EXPAND(v_uint32x4, v_uint64x2, uint, u32)
OPENCV_HAL_IMPL_NEON_EXPAND(v_int32x4, v_int64x2, int, s32)
 
inline v_uint32x4 v_load_expand_q(const uchar* ptr)
{
    typedef unsigned int CV_DECL_ALIGNED(1) unaligned_uint;
    uint8x8_t v0 = vcreate_u8(*(unaligned_uint*)ptr);
    uint16x4_t v1 = vget_low_u16(vmovl_u8(v0));
    return v_uint32x4(vmovl_u16(v1));
}
 
inline v_int32x4 v_load_expand_q(const schar* ptr)
{
    typedef unsigned int CV_DECL_ALIGNED(1) unaligned_uint;
    int8x8_t v0 = vcreate_s8(*(unaligned_uint*)ptr);
    int16x4_t v1 = vget_low_s16(vmovl_s8(v0));
    return v_int32x4(vmovl_s16(v1));
}
 
#if defined(__aarch64__) || defined(_M_ARM64)
#define OPENCV_HAL_IMPL_NEON_UNPACKS(_Tpvec, suffix) \
inline void v_zip(const v_##_Tpvec& a0, const v_##_Tpvec& a1, v_##_Tpvec& b0, v_##_Tpvec& b1) \
{ \
    b0.val = vzip1q_##suffix(a0.val, a1.val); \
    b1.val = vzip2q_##suffix(a0.val, a1.val); \
} \
inline v_##_Tpvec v_combine_low(const v_##_Tpvec& a, const v_##_Tpvec& b) \
{ \
    return v_##_Tpvec(vcombine_##suffix(vget_low_##suffix(a.val), vget_low_##suffix(b.val))); \
} \
inline v_##_Tpvec v_combine_high(const v_##_Tpvec& a, const v_##_Tpvec& b) \
{ \
    return v_##_Tpvec(vcombine_##suffix(vget_high_##suffix(a.val), vget_high_##suffix(b.val))); \
} \
inline void v_recombine(const v_##_Tpvec& a, const v_##_Tpvec& b, v_##_Tpvec& c, v_##_Tpvec& d) \
{ \
    c.val = vcombine_##suffix(vget_low_##suffix(a.val), vget_low_##suffix(b.val)); \
    d.val = vcombine_##suffix(vget_high_##suffix(a.val), vget_high_##suffix(b.val)); \
}
#else
#define OPENCV_HAL_IMPL_NEON_UNPACKS(_Tpvec, suffix) \
inline void v_zip(const v_##_Tpvec& a0, const v_##_Tpvec& a1, v_##_Tpvec& b0, v_##_Tpvec& b1) \
{ \
    _Tpvec##x2_t p = vzipq_##suffix(a0.val, a1.val); \
    b0.val = p.val[0]; \
    b1.val = p.val[1]; \
} \
inline v_##_Tpvec v_combine_low(const v_##_Tpvec& a, const v_##_Tpvec& b) \
{ \
    return v_##_Tpvec(vcombine_##suffix(vget_low_##suffix(a.val), vget_low_##suffix(b.val))); \
} \
inline v_##_Tpvec v_combine_high(const v_##_Tpvec& a, const v_##_Tpvec& b) \
{ \
    return v_##_Tpvec(vcombine_##suffix(vget_high_##suffix(a.val), vget_high_##suffix(b.val))); \
} \
inline void v_recombine(const v_##_Tpvec& a, const v_##_Tpvec& b, v_##_Tpvec& c, v_##_Tpvec& d) \
{ \
    c.val = vcombine_##suffix(vget_low_##suffix(a.val), vget_low_##suffix(b.val)); \
    d.val = vcombine_##suffix(vget_high_##suffix(a.val), vget_high_##suffix(b.val)); \
}
#endif
 
OPENCV_HAL_IMPL_NEON_UNPACKS(uint8x16, u8)
OPENCV_HAL_IMPL_NEON_UNPACKS(int8x16, s8)
OPENCV_HAL_IMPL_NEON_UNPACKS(uint16x8, u16)
OPENCV_HAL_IMPL_NEON_UNPACKS(int16x8, s16)
OPENCV_HAL_IMPL_NEON_UNPACKS(uint32x4, u32)
OPENCV_HAL_IMPL_NEON_UNPACKS(int32x4, s32)
OPENCV_HAL_IMPL_NEON_UNPACKS(float32x4, f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_UNPACKS(float64x2, f64)
#endif
 
inline v_uint8x16 v_reverse(const v_uint8x16 &a)
{
    uint8x16_t vec = vrev64q_u8(a.val);
    return v_uint8x16(vextq_u8(vec, vec, 8));
}
 
inline v_int8x16 v_reverse(const v_int8x16 &a)
{ return v_reinterpret_as_s8(v_reverse(v_reinterpret_as_u8(a))); }
 
inline v_uint16x8 v_reverse(const v_uint16x8 &a)
{
    uint16x8_t vec = vrev64q_u16(a.val);
    return v_uint16x8(vextq_u16(vec, vec, 4));
}
 
inline v_int16x8 v_reverse(const v_int16x8 &a)
{ return v_reinterpret_as_s16(v_reverse(v_reinterpret_as_u16(a))); }
 
inline v_uint32x4 v_reverse(const v_uint32x4 &a)
{
    uint32x4_t vec = vrev64q_u32(a.val);
    return v_uint32x4(vextq_u32(vec, vec, 2));
}
 
inline v_int32x4 v_reverse(const v_int32x4 &a)
{ return v_reinterpret_as_s32(v_reverse(v_reinterpret_as_u32(a))); }
 
inline v_float32x4 v_reverse(const v_float32x4 &a)
{ return v_reinterpret_as_f32(v_reverse(v_reinterpret_as_u32(a))); }
 
inline v_uint64x2 v_reverse(const v_uint64x2 &a)
{
    uint64x2_t vec = a.val;
    uint64x1_t vec_lo = vget_low_u64(vec);
    uint64x1_t vec_hi = vget_high_u64(vec);
    return v_uint64x2(vcombine_u64(vec_hi, vec_lo));
}
 
inline v_int64x2 v_reverse(const v_int64x2 &a)
{ return v_reinterpret_as_s64(v_reverse(v_reinterpret_as_u64(a))); }
 
#if CV_SIMD128_64F
inline v_float64x2 v_reverse(const v_float64x2 &a)
{ return v_reinterpret_as_f64(v_reverse(v_reinterpret_as_u64(a))); }
#endif
 
#define OPENCV_HAL_IMPL_NEON_EXTRACT(_Tpvec, suffix) \
template <int s> \
inline v_##_Tpvec v_extract(const v_##_Tpvec& a, const v_##_Tpvec& b) \
{ \
    return v_##_Tpvec(vextq_##suffix(a.val, b.val, s)); \
}
 
OPENCV_HAL_IMPL_NEON_EXTRACT(uint8x16, u8)
OPENCV_HAL_IMPL_NEON_EXTRACT(int8x16, s8)
OPENCV_HAL_IMPL_NEON_EXTRACT(uint16x8, u16)
OPENCV_HAL_IMPL_NEON_EXTRACT(int16x8, s16)
OPENCV_HAL_IMPL_NEON_EXTRACT(uint32x4, u32)
OPENCV_HAL_IMPL_NEON_EXTRACT(int32x4, s32)
OPENCV_HAL_IMPL_NEON_EXTRACT(uint64x2, u64)
OPENCV_HAL_IMPL_NEON_EXTRACT(int64x2, s64)
OPENCV_HAL_IMPL_NEON_EXTRACT(float32x4, f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_EXTRACT(float64x2, f64)
#endif
 
#define OPENCV_HAL_IMPL_NEON_EXTRACT_N(_Tpvec, _Tp, suffix) \
template<int i> inline _Tp v_extract_n(_Tpvec v) { return vgetq_lane_##suffix(v.val, i); }
 
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_uint8x16, uchar, u8)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_int8x16, schar, s8)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_uint16x8, ushort, u16)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_int16x8, short, s16)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_uint32x4, uint, u32)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_int32x4, int, s32)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_uint64x2, uint64, u64)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_int64x2, int64, s64)
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_float32x4, float, f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_EXTRACT_N(v_float64x2, double, f64)
#endif
 
#define OPENCV_HAL_IMPL_NEON_BROADCAST(_Tpvec, _Tp, suffix) \
template<int i> inline _Tpvec v_broadcast_element(_Tpvec v) { _Tp t = v_extract_n<i>(v); return v_setall_##suffix(t); }
 
OPENCV_HAL_IMPL_NEON_BROADCAST(v_uint8x16, uchar, u8)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_int8x16, schar, s8)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_uint16x8, ushort, u16)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_int16x8, short, s16)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_uint32x4, uint, u32)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_int32x4, int, s32)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_uint64x2, uint64, u64)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_int64x2, int64, s64)
OPENCV_HAL_IMPL_NEON_BROADCAST(v_float32x4, float, f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_BROADCAST(v_float64x2, double, f64)
#endif
 
#if CV_SIMD128_64F
inline v_int32x4 v_round(const v_float32x4& a)
{
    float32x4_t a_ = a.val;
    int32x4_t result;
#if defined _MSC_VER
    result = vcvtnq_s32_f32(a_);
#else
    __asm__ ("fcvtns %0.4s, %1.4s"
             : "=w"(result)
             : "w"(a_)
             : /* No clobbers */);
#endif
    return v_int32x4(result);
}
#else
inline v_int32x4 v_round(const v_float32x4& a)
{
    // See https://github.com/opencv/opencv/pull/24271#issuecomment-1867318007
    float32x4_t delta = vdupq_n_f32(12582912.0f);
    return v_int32x4(vcvtq_s32_f32(vsubq_f32(vaddq_f32(a.val, delta), delta)));
}
#endif
inline v_int32x4 v_floor(const v_float32x4& a)
{
    int32x4_t a1 = vcvtq_s32_f32(a.val);
    uint32x4_t mask = vcgtq_f32(vcvtq_f32_s32(a1), a.val);
    return v_int32x4(vaddq_s32(a1, vreinterpretq_s32_u32(mask)));
}
 
inline v_int32x4 v_ceil(const v_float32x4& a)
{
    int32x4_t a1 = vcvtq_s32_f32(a.val);
    uint32x4_t mask = vcgtq_f32(a.val, vcvtq_f32_s32(a1));
    return v_int32x4(vsubq_s32(a1, vreinterpretq_s32_u32(mask)));
}
 
inline v_int32x4 v_trunc(const v_float32x4& a)
{ return v_int32x4(vcvtq_s32_f32(a.val)); }
 
#if CV_SIMD128_64F
inline v_int32x4 v_round(const v_float64x2& a)
{
    static const int32x2_t zero = vdup_n_s32(0);
    return v_int32x4(vcombine_s32(vmovn_s64(vcvtnq_s64_f64(a.val)), zero));
}
 
inline v_int32x4 v_round(const v_float64x2& a, const v_float64x2& b)
{
    return v_int32x4(vcombine_s32(vmovn_s64(vcvtnq_s64_f64(a.val)), vmovn_s64(vcvtnq_s64_f64(b.val))));
}
 
inline v_int32x4 v_floor(const v_float64x2& a)
{
    static const int32x2_t zero = vdup_n_s32(0);
    int64x2_t a1 = vcvtq_s64_f64(a.val);
    uint64x2_t mask = vcgtq_f64(vcvtq_f64_s64(a1), a.val);
    a1 = vaddq_s64(a1, vreinterpretq_s64_u64(mask));
    return v_int32x4(vcombine_s32(vmovn_s64(a1), zero));
}
 
inline v_int32x4 v_ceil(const v_float64x2& a)
{
    static const int32x2_t zero = vdup_n_s32(0);
    int64x2_t a1 = vcvtq_s64_f64(a.val);
    uint64x2_t mask = vcgtq_f64(a.val, vcvtq_f64_s64(a1));
    a1 = vsubq_s64(a1, vreinterpretq_s64_u64(mask));
    return v_int32x4(vcombine_s32(vmovn_s64(a1), zero));
}
 
inline v_int32x4 v_trunc(const v_float64x2& a)
{
    static const int32x2_t zero = vdup_n_s32(0);
    return v_int32x4(vcombine_s32(vmovn_s64(vcvtaq_s64_f64(a.val)), zero));
}
#endif
 
#if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(_Tpvec, suffix) \
inline void v_transpose4x4(const v_##_Tpvec& a0, const v_##_Tpvec& a1, \
                         const v_##_Tpvec& a2, const v_##_Tpvec& a3, \
                         v_##_Tpvec& b0, v_##_Tpvec& b1, \
                         v_##_Tpvec& b2, v_##_Tpvec& b3) \
{ \
    /* -- Pass 1: 64b transpose */ \
    _Tpvec##_t t0 = vreinterpretq_##suffix##32_##suffix##64( \
                        vtrn1q_##suffix##64(vreinterpretq_##suffix##64_##suffix##32(a0.val), \
                                            vreinterpretq_##suffix##64_##suffix##32(a2.val))); \
    _Tpvec##_t t1 = vreinterpretq_##suffix##32_##suffix##64( \
                        vtrn1q_##suffix##64(vreinterpretq_##suffix##64_##suffix##32(a1.val), \
                                            vreinterpretq_##suffix##64_##suffix##32(a3.val))); \
    _Tpvec##_t t2 = vreinterpretq_##suffix##32_##suffix##64( \
                        vtrn2q_##suffix##64(vreinterpretq_##suffix##64_##suffix##32(a0.val), \
                                            vreinterpretq_##suffix##64_##suffix##32(a2.val))); \
    _Tpvec##_t t3 = vreinterpretq_##suffix##32_##suffix##64( \
                        vtrn2q_##suffix##64(vreinterpretq_##suffix##64_##suffix##32(a1.val), \
                                            vreinterpretq_##suffix##64_##suffix##32(a3.val))); \
    /* -- Pass 2: 32b transpose */ \
    b0.val = vtrn1q_##suffix##32(t0, t1); \
    b1.val = vtrn2q_##suffix##32(t0, t1); \
    b2.val = vtrn1q_##suffix##32(t2, t3); \
    b3.val = vtrn2q_##suffix##32(t2, t3); \
}
 
OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(uint32x4, u)
OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(int32x4, s)
OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(float32x4, f)
#else // #if CV_NEON_AARCH64
#define OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(_Tpvec, suffix) \
inline void v_transpose4x4(const v_##_Tpvec& a0, const v_##_Tpvec& a1, \
                         const v_##_Tpvec& a2, const v_##_Tpvec& a3, \
                         v_##_Tpvec& b0, v_##_Tpvec& b1, \
                         v_##_Tpvec& b2, v_##_Tpvec& b3) \
{ \
    /* m00 m01 m02 m03 */ \
    /* m10 m11 m12 m13 */ \
    /* m20 m21 m22 m23 */ \
    /* m30 m31 m32 m33 */ \
    _Tpvec##x2_t t0 = vtrnq_##suffix(a0.val, a1.val); \
    _Tpvec##x2_t t1 = vtrnq_##suffix(a2.val, a3.val); \
    /* m00 m10 m02 m12 */ \
    /* m01 m11 m03 m13 */ \
    /* m20 m30 m22 m32 */ \
    /* m21 m31 m23 m33 */ \
    b0.val = vcombine_##suffix(vget_low_##suffix(t0.val[0]), vget_low_##suffix(t1.val[0])); \
    b1.val = vcombine_##suffix(vget_low_##suffix(t0.val[1]), vget_low_##suffix(t1.val[1])); \
    b2.val = vcombine_##suffix(vget_high_##suffix(t0.val[0]), vget_high_##suffix(t1.val[0])); \
    b3.val = vcombine_##suffix(vget_high_##suffix(t0.val[1]), vget_high_##suffix(t1.val[1])); \
}
 
OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(uint32x4, u32)
OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(int32x4, s32)
OPENCV_HAL_IMPL_NEON_TRANSPOSE4x4(float32x4, f32)
#endif // #if CV_NEON_AARCH64
 
#define OPENCV_HAL_IMPL_NEON_INTERLEAVED(_Tpvec, _Tp, suffix) \
inline void v_load_deinterleave(const _Tp* ptr, v_##_Tpvec& a, v_##_Tpvec& b) \
{ \
    _Tpvec##x2_t v = vld2q_##suffix(ptr); \
    a.val = v.val[0]; \
    b.val = v.val[1]; \
} \
inline void v_load_deinterleave(const _Tp* ptr, v_##_Tpvec& a, v_##_Tpvec& b, v_##_Tpvec& c) \
{ \
    _Tpvec##x3_t v = vld3q_##suffix(ptr); \
    a.val = v.val[0]; \
    b.val = v.val[1]; \
    c.val = v.val[2]; \
} \
inline void v_load_deinterleave(const _Tp* ptr, v_##_Tpvec& a, v_##_Tpvec& b, \
                                v_##_Tpvec& c, v_##_Tpvec& d) \
{ \
    _Tpvec##x4_t v = vld4q_##suffix(ptr); \
    a.val = v.val[0]; \
    b.val = v.val[1]; \
    c.val = v.val[2]; \
    d.val = v.val[3]; \
} \
inline void v_store_interleave( _Tp* ptr, const v_##_Tpvec& a, const v_##_Tpvec& b, \
                                hal::StoreMode /*mode*/=hal::STORE_UNALIGNED) \
{ \
    _Tpvec##x2_t v; \
    v.val[0] = a.val; \
    v.val[1] = b.val; \
    vst2q_##suffix(ptr, v); \
} \
inline void v_store_interleave( _Tp* ptr, const v_##_Tpvec& a, const v_##_Tpvec& b, \
                                const v_##_Tpvec& c, hal::StoreMode /*mode*/=hal::STORE_UNALIGNED) \
{ \
    _Tpvec##x3_t v; \
    v.val[0] = a.val; \
    v.val[1] = b.val; \
    v.val[2] = c.val; \
    vst3q_##suffix(ptr, v); \
} \
inline void v_store_interleave( _Tp* ptr, const v_##_Tpvec& a, const v_##_Tpvec& b, \
                                const v_##_Tpvec& c, const v_##_Tpvec& d, \
                                hal::StoreMode /*mode*/=hal::STORE_UNALIGNED ) \
{ \
    _Tpvec##x4_t v; \
    v.val[0] = a.val; \
    v.val[1] = b.val; \
    v.val[2] = c.val; \
    v.val[3] = d.val; \
    vst4q_##suffix(ptr, v); \
}
 
#define OPENCV_HAL_IMPL_NEON_INTERLEAVED_INT64(tp, suffix) \
inline void v_load_deinterleave( const tp* ptr, v_##tp##x2& a, v_##tp##x2& b ) \
{ \
    tp##x1_t a0 = vld1_##suffix(ptr); \
    tp##x1_t b0 = vld1_##suffix(ptr + 1); \
    tp##x1_t a1 = vld1_##suffix(ptr + 2); \
    tp##x1_t b1 = vld1_##suffix(ptr + 3); \
    a = v_##tp##x2(vcombine_##suffix(a0, a1)); \
    b = v_##tp##x2(vcombine_##suffix(b0, b1)); \
} \
 \
inline void v_load_deinterleave( const tp* ptr, v_##tp##x2& a, \
                                 v_##tp##x2& b, v_##tp##x2& c ) \
{ \
    tp##x1_t a0 = vld1_##suffix(ptr); \
    tp##x1_t b0 = vld1_##suffix(ptr + 1); \
    tp##x1_t c0 = vld1_##suffix(ptr + 2); \
    tp##x1_t a1 = vld1_##suffix(ptr + 3); \
    tp##x1_t b1 = vld1_##suffix(ptr + 4); \
    tp##x1_t c1 = vld1_##suffix(ptr + 5); \
    a = v_##tp##x2(vcombine_##suffix(a0, a1)); \
    b = v_##tp##x2(vcombine_##suffix(b0, b1)); \
    c = v_##tp##x2(vcombine_##suffix(c0, c1)); \
} \
 \
inline void v_load_deinterleave( const tp* ptr, v_##tp##x2& a, v_##tp##x2& b, \
                                 v_##tp##x2& c, v_##tp##x2& d ) \
{ \
    tp##x1_t a0 = vld1_##suffix(ptr); \
    tp##x1_t b0 = vld1_##suffix(ptr + 1); \
    tp##x1_t c0 = vld1_##suffix(ptr + 2); \
    tp##x1_t d0 = vld1_##suffix(ptr + 3); \
    tp##x1_t a1 = vld1_##suffix(ptr + 4); \
    tp##x1_t b1 = vld1_##suffix(ptr + 5); \
    tp##x1_t c1 = vld1_##suffix(ptr + 6); \
    tp##x1_t d1 = vld1_##suffix(ptr + 7); \
    a = v_##tp##x2(vcombine_##suffix(a0, a1)); \
    b = v_##tp##x2(vcombine_##suffix(b0, b1)); \
    c = v_##tp##x2(vcombine_##suffix(c0, c1)); \
    d = v_##tp##x2(vcombine_##suffix(d0, d1)); \
} \
 \
inline void v_store_interleave( tp* ptr, const v_##tp##x2& a, const v_##tp##x2& b, \
                                hal::StoreMode /*mode*/=hal::STORE_UNALIGNED) \
{ \
    vst1_##suffix(ptr, vget_low_##suffix(a.val)); \
    vst1_##suffix(ptr + 1, vget_low_##suffix(b.val)); \
    vst1_##suffix(ptr + 2, vget_high_##suffix(a.val)); \
    vst1_##suffix(ptr + 3, vget_high_##suffix(b.val)); \
} \
 \
inline void v_store_interleave( tp* ptr, const v_##tp##x2& a, \
                                const v_##tp##x2& b, const v_##tp##x2& c, \
                                hal::StoreMode /*mode*/=hal::STORE_UNALIGNED) \
{ \
    vst1_##suffix(ptr, vget_low_##suffix(a.val)); \
    vst1_##suffix(ptr + 1, vget_low_##suffix(b.val)); \
    vst1_##suffix(ptr + 2, vget_low_##suffix(c.val)); \
    vst1_##suffix(ptr + 3, vget_high_##suffix(a.val)); \
    vst1_##suffix(ptr + 4, vget_high_##suffix(b.val)); \
    vst1_##suffix(ptr + 5, vget_high_##suffix(c.val)); \
} \
 \
inline void v_store_interleave( tp* ptr, const v_##tp##x2& a, const v_##tp##x2& b, \
                                const v_##tp##x2& c, const v_##tp##x2& d, \
                                hal::StoreMode /*mode*/=hal::STORE_UNALIGNED) \
{ \
    vst1_##suffix(ptr, vget_low_##suffix(a.val)); \
    vst1_##suffix(ptr + 1, vget_low_##suffix(b.val)); \
    vst1_##suffix(ptr + 2, vget_low_##suffix(c.val)); \
    vst1_##suffix(ptr + 3, vget_low_##suffix(d.val)); \
    vst1_##suffix(ptr + 4, vget_high_##suffix(a.val)); \
    vst1_##suffix(ptr + 5, vget_high_##suffix(b.val)); \
    vst1_##suffix(ptr + 6, vget_high_##suffix(c.val)); \
    vst1_##suffix(ptr + 7, vget_high_##suffix(d.val)); \
}
 
OPENCV_HAL_IMPL_NEON_INTERLEAVED(uint8x16, uchar, u8)
OPENCV_HAL_IMPL_NEON_INTERLEAVED(int8x16, schar, s8)
OPENCV_HAL_IMPL_NEON_INTERLEAVED(uint16x8, ushort, u16)
OPENCV_HAL_IMPL_NEON_INTERLEAVED(int16x8, short, s16)
OPENCV_HAL_IMPL_NEON_INTERLEAVED(uint32x4, unsigned, u32)
OPENCV_HAL_IMPL_NEON_INTERLEAVED(int32x4, int, s32)
OPENCV_HAL_IMPL_NEON_INTERLEAVED(float32x4, float, f32)
#if CV_SIMD128_64F
OPENCV_HAL_IMPL_NEON_INTERLEAVED(float64x2, double, f64)
#endif
 
OPENCV_HAL_IMPL_NEON_INTERLEAVED_INT64(int64, s64)
OPENCV_HAL_IMPL_NEON_INTERLEAVED_INT64(uint64, u64)
 
inline v_float32x4 v_cvt_f32(const v_int32x4& a)
{
    return v_float32x4(vcvtq_f32_s32(a.val));
}
 
#if CV_SIMD128_64F
inline v_float32x4 v_cvt_f32(const v_float64x2& a)
{
    float32x2_t zero = vdup_n_f32(0.0f);
    return v_float32x4(vcombine_f32(vcvt_f32_f64(a.val), zero));
}
 
inline v_float32x4 v_cvt_f32(const v_float64x2& a, const v_float64x2& b)
{
    return v_float32x4(vcombine_f32(vcvt_f32_f64(a.val), vcvt_f32_f64(b.val)));
}
 
inline v_float64x2 v_cvt_f64(const v_int32x4& a)
{
    return v_float64x2(vcvt_f64_f32(vcvt_f32_s32(vget_low_s32(a.val))));
}
 
inline v_float64x2 v_cvt_f64_high(const v_int32x4& a)
{
    return v_float64x2(vcvt_f64_f32(vcvt_f32_s32(vget_high_s32(a.val))));
}
 
inline v_float64x2 v_cvt_f64(const v_float32x4& a)
{
    return v_float64x2(vcvt_f64_f32(vget_low_f32(a.val)));
}
 
inline v_float64x2 v_cvt_f64_high(const v_float32x4& a)
{
    return v_float64x2(vcvt_f64_f32(vget_high_f32(a.val)));
}
 
inline v_float64x2 v_cvt_f64(const v_int64x2& a)
{  return v_float64x2(vcvtq_f64_s64(a.val)); }
 
#endif
 
 
inline v_int8x16 v_lut(const schar* tab, const int* idx)
{
    schar CV_DECL_ALIGNED(32) elems[16] =
    {
        tab[idx[ 0]],
        tab[idx[ 1]],
        tab[idx[ 2]],
        tab[idx[ 3]],
        tab[idx[ 4]],
        tab[idx[ 5]],
        tab[idx[ 6]],
        tab[idx[ 7]],
        tab[idx[ 8]],
        tab[idx[ 9]],
        tab[idx[10]],
        tab[idx[11]],
        tab[idx[12]],
        tab[idx[13]],
        tab[idx[14]],
        tab[idx[15]]
    };
    return v_int8x16(vld1q_s8(elems));
}
inline v_int8x16 v_lut_pairs(const schar* tab, const int* idx)
{
    schar CV_DECL_ALIGNED(32) elems[16] =
    {
        tab[idx[0]],
        tab[idx[0] + 1],
        tab[idx[1]],
        tab[idx[1] + 1],
        tab[idx[2]],
        tab[idx[2] + 1],
        tab[idx[3]],
        tab[idx[3] + 1],
        tab[idx[4]],
        tab[idx[4] + 1],
        tab[idx[5]],
        tab[idx[5] + 1],
        tab[idx[6]],
        tab[idx[6] + 1],
        tab[idx[7]],
        tab[idx[7] + 1]
    };
    return v_int8x16(vld1q_s8(elems));
}
inline v_int8x16 v_lut_quads(const schar* tab, const int* idx)
{
    schar CV_DECL_ALIGNED(32) elems[16] =
    {
        tab[idx[0]],
        tab[idx[0] + 1],
        tab[idx[0] + 2],
        tab[idx[0] + 3],
        tab[idx[1]],
        tab[idx[1] + 1],
        tab[idx[1] + 2],
        tab[idx[1] + 3],
        tab[idx[2]],
        tab[idx[2] + 1],
        tab[idx[2] + 2],
        tab[idx[2] + 3],
        tab[idx[3]],
        tab[idx[3] + 1],
        tab[idx[3] + 2],
        tab[idx[3] + 3]
    };
    return v_int8x16(vld1q_s8(elems));
}
inline v_uint8x16 v_lut(const uchar* tab, const int* idx) { return v_reinterpret_as_u8(v_lut((schar*)tab, idx)); }
inline v_uint8x16 v_lut_pairs(const uchar* tab, const int* idx) { return v_reinterpret_as_u8(v_lut_pairs((schar*)tab, idx)); }
inline v_uint8x16 v_lut_quads(const uchar* tab, const int* idx) { return v_reinterpret_as_u8(v_lut_quads((schar*)tab, idx)); }
 
inline v_int16x8 v_lut(const short* tab, const int* idx)
{
    short CV_DECL_ALIGNED(32) elems[8] =
    {
        tab[idx[0]],
        tab[idx[1]],
        tab[idx[2]],
        tab[idx[3]],
        tab[idx[4]],
        tab[idx[5]],
        tab[idx[6]],
        tab[idx[7]]
    };
    return v_int16x8(vld1q_s16(elems));
}
inline v_int16x8 v_lut_pairs(const short* tab, const int* idx)
{
    short CV_DECL_ALIGNED(32) elems[8] =
    {
        tab[idx[0]],
        tab[idx[0] + 1],
        tab[idx[1]],
        tab[idx[1] + 1],
        tab[idx[2]],
        tab[idx[2] + 1],
        tab[idx[3]],
        tab[idx[3] + 1]
    };
    return v_int16x8(vld1q_s16(elems));
}
inline v_int16x8 v_lut_quads(const short* tab, const int* idx)
{
    return v_int16x8(vcombine_s16(vld1_s16(tab + idx[0]), vld1_s16(tab + idx[1])));
}
inline v_uint16x8 v_lut(const ushort* tab, const int* idx) { return v_reinterpret_as_u16(v_lut((short*)tab, idx)); }
inline v_uint16x8 v_lut_pairs(const ushort* tab, const int* idx) { return v_reinterpret_as_u16(v_lut_pairs((short*)tab, idx)); }
inline v_uint16x8 v_lut_quads(const ushort* tab, const int* idx) { return v_reinterpret_as_u16(v_lut_quads((short*)tab, idx)); }
 
inline v_int32x4 v_lut(const int* tab, const int* idx)
{
    int CV_DECL_ALIGNED(32) elems[4] =
    {
        tab[idx[0]],
        tab[idx[1]],
        tab[idx[2]],
        tab[idx[3]]
    };
    return v_int32x4(vld1q_s32(elems));
}
inline v_int32x4 v_lut_pairs(const int* tab, const int* idx)
{
    return v_int32x4(vcombine_s32(vld1_s32(tab + idx[0]), vld1_s32(tab + idx[1])));
}
inline v_int32x4 v_lut_quads(const int* tab, const int* idx)
{
    return v_int32x4(vld1q_s32(tab + idx[0]));
}
inline v_uint32x4 v_lut(const unsigned* tab, const int* idx) { return v_reinterpret_as_u32(v_lut((int*)tab, idx)); }
inline v_uint32x4 v_lut_pairs(const unsigned* tab, const int* idx) { return v_reinterpret_as_u32(v_lut_pairs((int*)tab, idx)); }
inline v_uint32x4 v_lut_quads(const unsigned* tab, const int* idx) { return v_reinterpret_as_u32(v_lut_quads((int*)tab, idx)); }
 
inline v_int64x2 v_lut(const int64_t* tab, const int* idx)
{
    return v_int64x2(vcombine_s64(vcreate_s64(tab[idx[0]]), vcreate_s64(tab[idx[1]])));
}
inline v_int64x2 v_lut_pairs(const int64_t* tab, const int* idx)
{
    return v_int64x2(vld1q_s64(tab + idx[0]));
}
inline v_uint64x2 v_lut(const uint64_t* tab, const int* idx) { return v_reinterpret_as_u64(v_lut((const int64_t *)tab, idx)); }
inline v_uint64x2 v_lut_pairs(const uint64_t* tab, const int* idx) { return v_reinterpret_as_u64(v_lut_pairs((const int64_t *)tab, idx)); }
 
inline v_float32x4 v_lut(const float* tab, const int* idx)
{
    float CV_DECL_ALIGNED(32) elems[4] =
    {
        tab[idx[0]],
        tab[idx[1]],
        tab[idx[2]],
        tab[idx[3]]
    };
    return v_float32x4(vld1q_f32(elems));
}
inline v_float32x4 v_lut_pairs(const float* tab, const int* idx)
{
    typedef uint64 CV_DECL_ALIGNED(1) unaligned_uint64;
 
    uint64 CV_DECL_ALIGNED(32) elems[2] =
    {
        *(unaligned_uint64*)(tab + idx[0]),
        *(unaligned_uint64*)(tab + idx[1])
    };
    return v_float32x4(vreinterpretq_f32_u64(vld1q_u64(elems)));
}
inline v_float32x4 v_lut_quads(const float* tab, const int* idx)
{
    return v_float32x4(vld1q_f32(tab + idx[0]));
}
 
inline v_int32x4 v_lut(const int* tab, const v_int32x4& idxvec)
{
    int CV_DECL_ALIGNED(32) elems[4] =
    {
        tab[vgetq_lane_s32(idxvec.val, 0)],
        tab[vgetq_lane_s32(idxvec.val, 1)],
        tab[vgetq_lane_s32(idxvec.val, 2)],
        tab[vgetq_lane_s32(idxvec.val, 3)]
    };
    return v_int32x4(vld1q_s32(elems));
}
 
inline v_uint32x4 v_lut(const unsigned* tab, const v_int32x4& idxvec)
{
    unsigned CV_DECL_ALIGNED(32) elems[4] =
    {
        tab[vgetq_lane_s32(idxvec.val, 0)],
        tab[vgetq_lane_s32(idxvec.val, 1)],
        tab[vgetq_lane_s32(idxvec.val, 2)],
        tab[vgetq_lane_s32(idxvec.val, 3)]
    };
    return v_uint32x4(vld1q_u32(elems));
}
 
inline v_float32x4 v_lut(const float* tab, const v_int32x4& idxvec)
{
    float CV_DECL_ALIGNED(32) elems[4] =
    {
        tab[vgetq_lane_s32(idxvec.val, 0)],
        tab[vgetq_lane_s32(idxvec.val, 1)],
        tab[vgetq_lane_s32(idxvec.val, 2)],
        tab[vgetq_lane_s32(idxvec.val, 3)]
    };
    return v_float32x4(vld1q_f32(elems));
}
 
inline void v_lut_deinterleave(const float* tab, const v_int32x4& idxvec, v_float32x4& x, v_float32x4& y)
{
    /*int CV_DECL_ALIGNED(32) idx[4];
    v_store(idx, idxvec);
 
    float32x4_t xy02 = vcombine_f32(vld1_f32(tab + idx[0]), vld1_f32(tab + idx[2]));
    float32x4_t xy13 = vcombine_f32(vld1_f32(tab + idx[1]), vld1_f32(tab + idx[3]));
 
    float32x4x2_t xxyy = vuzpq_f32(xy02, xy13);
    x = v_float32x4(xxyy.val[0]);
    y = v_float32x4(xxyy.val[1]);*/
    int CV_DECL_ALIGNED(32) idx[4];
    v_store_aligned(idx, idxvec);
 
    x = v_float32x4(tab[idx[0]], tab[idx[1]], tab[idx[2]], tab[idx[3]]);
    y = v_float32x4(tab[idx[0]+1], tab[idx[1]+1], tab[idx[2]+1], tab[idx[3]+1]);
}
 
inline v_int8x16 v_interleave_pairs(const v_int8x16& vec)
{
    return v_int8x16(vcombine_s8(vtbl1_s8(vget_low_s8(vec.val), vcreate_s8(0x0705060403010200)), vtbl1_s8(vget_high_s8(vec.val), vcreate_s8(0x0705060403010200))));
}
inline v_uint8x16 v_interleave_pairs(const v_uint8x16& vec) { return v_reinterpret_as_u8(v_interleave_pairs(v_reinterpret_as_s8(vec))); }
inline v_int8x16 v_interleave_quads(const v_int8x16& vec)
{
    return v_int8x16(vcombine_s8(vtbl1_s8(vget_low_s8(vec.val), vcreate_s8(0x0703060205010400)), vtbl1_s8(vget_high_s8(vec.val), vcreate_s8(0x0703060205010400))));
}
inline v_uint8x16 v_interleave_quads(const v_uint8x16& vec) { return v_reinterpret_as_u8(v_interleave_quads(v_reinterpret_as_s8(vec))); }
 
inline v_int16x8 v_interleave_pairs(const v_int16x8& vec)
{
    return v_int16x8(vreinterpretq_s16_s8(vcombine_s8(vtbl1_s8(vget_low_s8(vreinterpretq_s8_s16(vec.val)), vcreate_s8(0x0706030205040100)), vtbl1_s8(vget_high_s8(vreinterpretq_s8_s16(vec.val)), vcreate_s8(0x0706030205040100)))));
}
inline v_uint16x8 v_interleave_pairs(const v_uint16x8& vec) { return v_reinterpret_as_u16(v_interleave_pairs(v_reinterpret_as_s16(vec))); }
inline v_int16x8 v_interleave_quads(const v_int16x8& vec)
{
    int16x4x2_t res = vzip_s16(vget_low_s16(vec.val), vget_high_s16(vec.val));
    return v_int16x8(vcombine_s16(res.val[0], res.val[1]));
}
inline v_uint16x8 v_interleave_quads(const v_uint16x8& vec) { return v_reinterpret_as_u16(v_interleave_quads(v_reinterpret_as_s16(vec))); }
 
inline v_int32x4 v_interleave_pairs(const v_int32x4& vec)
{
    int32x2x2_t res = vzip_s32(vget_low_s32(vec.val), vget_high_s32(vec.val));
    return v_int32x4(vcombine_s32(res.val[0], res.val[1]));
}
inline v_uint32x4 v_interleave_pairs(const v_uint32x4& vec) { return v_reinterpret_as_u32(v_interleave_pairs(v_reinterpret_as_s32(vec))); }
inline v_float32x4 v_interleave_pairs(const v_float32x4& vec) { return v_reinterpret_as_f32(v_interleave_pairs(v_reinterpret_as_s32(vec))); }
 
inline v_int8x16 v_pack_triplets(const v_int8x16& vec)
{
    return v_int8x16(vextq_s8(vcombine_s8(vtbl1_s8(vget_low_s8(vec.val), vcreate_s8(0x0605040201000000)), vtbl1_s8(vget_high_s8(vec.val), vcreate_s8(0x0807060504020100))), vdupq_n_s8(0), 2));
}
inline v_uint8x16 v_pack_triplets(const v_uint8x16& vec) { return v_reinterpret_as_u8(v_pack_triplets(v_reinterpret_as_s8(vec))); }
 
inline v_int16x8 v_pack_triplets(const v_int16x8& vec)
{
    return v_int16x8(vreinterpretq_s16_s8(vextq_s8(vcombine_s8(vtbl1_s8(vget_low_s8(vreinterpretq_s8_s16(vec.val)), vcreate_s8(0x0504030201000000)), vget_high_s8(vreinterpretq_s8_s16(vec.val))), vdupq_n_s8(0), 2)));
}
inline v_uint16x8 v_pack_triplets(const v_uint16x8& vec) { return v_reinterpret_as_u16(v_pack_triplets(v_reinterpret_as_s16(vec))); }
 
inline v_int32x4 v_pack_triplets(const v_int32x4& vec) { return vec; }
inline v_uint32x4 v_pack_triplets(const v_uint32x4& vec) { return vec; }
inline v_float32x4 v_pack_triplets(const v_float32x4& vec) { return vec; }
 
#if CV_SIMD128_64F
inline v_float64x2 v_lut(const double* tab, const int* idx)
{
    double CV_DECL_ALIGNED(32) elems[2] =
    {
        tab[idx[0]],
        tab[idx[1]]
    };
    return v_float64x2(vld1q_f64(elems));
}
 
inline v_float64x2 v_lut_pairs(const double* tab, const int* idx)
{
    return v_float64x2(vld1q_f64(tab + idx[0]));
}
 
inline v_float64x2 v_lut(const double* tab, const v_int32x4& idxvec)
{
    double CV_DECL_ALIGNED(32) elems[2] =
    {
        tab[vgetq_lane_s32(idxvec.val, 0)],
        tab[vgetq_lane_s32(idxvec.val, 1)],
    };
    return v_float64x2(vld1q_f64(elems));
}
 
inline void v_lut_deinterleave(const double* tab, const v_int32x4& idxvec, v_float64x2& x, v_float64x2& y)
{
    int CV_DECL_ALIGNED(32) idx[4];
    v_store_aligned(idx, idxvec);
 
    x = v_float64x2(tab[idx[0]], tab[idx[1]]);
    y = v_float64x2(tab[idx[0]+1], tab[idx[1]+1]);
}
#endif
 
#if CV_FP16
inline v_float32x4 v_load_expand(const hfloat* ptr)
{
    float16x4_t v =
    #ifndef vld1_f16 // APPLE compiler defines vld1_f16 as macro
        (float16x4_t)vld1_s16((const short*)ptr);
    #else
        vld1_f16((const __fp16*)ptr);
    #endif
    return v_float32x4(vcvt_f32_f16(v));
}
 
inline void v_pack_store(hfloat* ptr, const v_float32x4& v)
{
    float16x4_t hv = vcvt_f16_f32(v.val);
 
    #ifndef vst1_f16 // APPLE compiler defines vst1_f16 as macro
        vst1_s16((short*)ptr, (int16x4_t)hv);
    #else
        vst1_f16((__fp16*)ptr, hv);
    #endif
}
#else
inline v_float32x4 v_load_expand(const hfloat* ptr)
{
    const int N = 4;
    float buf[N];
    for( int i = 0; i < N; i++ ) buf[i] = (float)ptr[i];
    return v_load(buf);
}
 
inline void v_pack_store(hfloat* ptr, const v_float32x4& v)
{
    const int N = 4;
    float buf[N];
    v_store(buf, v);
    for( int i = 0; i < N; i++ ) ptr[i] = hfloat(buf[i]);
}
#endif
 
inline void v_cleanup() {}
 
CV_CPU_OPTIMIZATION_HAL_NAMESPACE_END
 
 
}
 
#endif