#include #include #include float kx[3] = { 0.25, 0.5, 0.25 }; float ky[3] = { 0.25, 0.5, 0.25 }; void applySeparableGaussianBlur_NEON(float src[5][5], float dst[5][5], int h, int w, float kx[3], float ky[3]) { float buf[5][5] = { 0 }; float32x4_t kx_vec = vld1q_f32(kx); for (int i = 0; i < h; i++) { for (int j = 1; j < w - 1; j += 4) { int end = (j + 4 < w) ? j + 4 : w; for (int k = j; k < end; k += 4) { if (k + 3 < w) { float32x4_t left = vld1q_f32(&src[i][k - 1]); float32x4_t mid = vld1q_f32(&src[i][k]); float32x4_t right = vld1q_f32(&src[i][k + 1]); float32x4_t result = vmulq_lane_f32(left, vget_low_f32(kx_vec), 0); result = vmlaq_lane_f32(result, mid, vget_low_f32(kx_vec), 1); result = vmlaq_lane_f32(result, right, vget_high_f32(kx_vec), 0); vst1q_f32(&buf[i][k], result); } else { for (int m = k; m < w && m < k + 4; m++) { buf[i][m] = src[i][m - 1] * kx[0] + src[i][m] * kx[1] + src[i][m + 1] * kx[2]; } } } } } float32x4_t ky_vec = vld1q_f32(ky); for (int i = 1; i < h - 1; i++) { for (int j = 0; j < w; j++) { if (j < w - 1) { if (i + 2 < h) { float32x4_t top = vld1q_f32(&buf[i - 1][j]); float32x4_t mid = vld1q_f32(&buf[i][j]); float32x4_t bottom = vld1q_f32(&buf[i + 1][j]); float32x4_t result = vmulq_lane_f32(top, vget_low_f32(ky_vec), 0); result = vmlaq_lane_f32(result, mid, vget_low_f32(ky_vec), 1); result = vmlaq_lane_f32(result, bottom, vget_high_f32(ky_vec), 0); vst1q_f32(&dst[i][j], result); } else { dst[i][j] = buf[i - 1][j] * ky[0] + buf[i][j] * ky[1] + buf[i + 1][j] * ky[2]; } } else { dst[i][w - 1] = buf[i][w - 1]; } } } for (int i = 0; i < h; i++) { dst[i][0] = 0; dst[i][w - 1] = 0; } for (int j = 0; j < w; j++) { dst[0][j] = 0; dst[h - 1][j] = 0; } } int main() { float src[5][5] __attribute__((aligned(16))) = { {1, 2, 3, 4, 5}, {6, 7, 8, 9, 10}, {11, 12, 13, 14, 15}, {16, 17, 18, 19, 20}, {21, 22, 23, 24, 25} }; float dst[5][5] = { 0 }; clock_t start = clock(); applySeparableGaussianBlur_NEON(src, dst, 5, 5, kx, ky); clock_t end = clock(); printf("模糊后的图像矩阵:\n"); for (int i = 0; i < 5; i++) { for (int j = 0; j < 5; j++) { printf("%.2f ", dst[i][j]); } printf("\n"); } double time_taken = (double)(end - start) / CLOCKS_PER_SEC; printf("运行时间: %e 秒\n", time_taken); return 0; }