libyuv是Google开源的实现各种YUV与RGB之间相互转换、旋转、缩放的库。它是跨平台的,可在Windows、Linux、Mac、Android等操作系统,x86、x64、arm架构上进行编译运行,支持SSE、AVX、NEON等SIMD指令加速。
下面说一下libyuv在Windows7VS2013 x64上的编译步骤及使用:
1. 从https://code.google.com/p/libyuv/source/checkout或者https://github.com/lemenkov/libyuv下载libyuv源码;我是通过svn直接从google下载的,版本号是1433,更新日期2015年6月13日;
2. 通过cmake gui生成vs2013 x64工程,不需要额外的配置;
3. 打开Project.sln工程,重新编译,即可生成yuv.lib静态库;
4. 新添加一个test_libyuv控制台工程,用于测试yuv.lib的正确性,测试代码如下:
#include <iostream> #include <assert.h> #include "libyuv.h" #include <cmath> #include <opencv2/opencv.hpp> void test_BGRAToI420(const cv::Mat& matSrc, int width, int height, int size_frame, cv::Mat& matDst); void test_BGRAToNV21(const cv::Mat& matSrc, int width, int height, int size_frame, cv::Mat& matDst); void test_BGRAToNV12(const cv::Mat& matSrc, int width, int height, int size_frame, cv::Mat& matDst); int main(int argc, char* argv[]) { cv::Mat matSrc = cv::imread("cat.jpg"); if (!matSrc.data) { std::cout << "read src image error" << std::endl; return -1; } //cv::resize(matSrc, matSrc, cv::Size(500, 111)); int width = matSrc.cols; int height = matSrc.rows; int size_frame = width * height; cv::Mat matI420, matNV21, matNV12; test_BGRAToI420(matSrc, width, height, size_frame, matI420); test_BGRAToNV21(matSrc, width, height, size_frame, matNV21); test_BGRAToNV12(matSrc, width, height, size_frame, matNV12); assert((matI420.depth() == matNV21.depth()) && (matI420.depth() == matNV12.depth())); assert((matI420.channels() == matNV21.channels()) && (matI420.channels() == matNV12.channels())); for (int i = 0; i < height; i++) { const unsigned char* pI420 = matI420.ptr(i); const unsigned char* pNV21 = matNV21.ptr(i); const unsigned char* pNV12 = matNV12.ptr(i); for (int j = 0, m = 0; j < width; j++, m+=4) { if ((pI420[m] != pNV21[m]) || (pI420[m] != pNV12[m]) || (pI420[m + 1] != pNV21[m + 1]) || (pI420[m + 1] != pNV12[m + 1]) || (pI420[m + 2] != pNV21[m + 2]) || (pI420[m + 2] != pNV12[m + 2]) || (pI420[m + 3] != pNV21[m + 3]) || (pI420[m + 3] != pNV12[m + 3])) { std::cout << "convert error" << std::endl; } } } std::cout << "ok" << std::endl; return 0; } void test_BGRAToI420(const cv::Mat& matSrc, int width, int height, int size_frame, cv::Mat& matDst) { // BGRA <--> I420(YUV420P) cv::Mat matBGRA, matI420, matARGB; cv::cvtColor(matSrc, matBGRA, cv::COLOR_BGR2BGRA); matARGB = cv::Mat(height, width, CV_8UC4, cv::Scalar::all(0)); libyuv::BGRAToARGB(matBGRA.data, width * 4, matARGB.data, width * 4, width, height); uchar* pI420 = new uchar[width * height + (width + 1) / 2 * (height + 1) / 2 * 2]; memset(pI420, 0, sizeof(uchar) * (width * height + (width + 1) / 2 * (height + 1) / 2 * 2)); uchar* dst_y = pI420; int dst_y_stride = width; uchar* dst_u = pI420 + size_frame; int dst_u_stride = (width + 1) / 2; uchar* dst_v = pI420 + size_frame + dst_u_stride * (height + 1) / 2; int dst_v_stride = (width + 1) / 2; libyuv::BGRAToI420(matARGB.data, width * 4, dst_y, dst_y_stride, dst_u, dst_u_stride, dst_v, dst_v_stride, width, height); matI420 = cv::Mat(height, width, CV_8UC4, cv::Scalar::all(0)); libyuv::I420ToBGRA(dst_y, dst_y_stride, dst_u, dst_u_stride, dst_v, dst_v_stride, matI420.data, width * 4, width, height); cv::Mat matBGRA_ = cv::Mat(height, width, CV_8UC4, cv::Scalar::all(0)); libyuv::ARGBToBGRA(matI420.data, width * 4, matBGRA_.data, width * 4, width, height); cv::imwrite("I420_bgra.jpg", matBGRA_); matBGRA_.copyTo(matDst); int count_diff = 0; int max_diff = 0; int threshold = 20;// for (int i = 0; i < height; i++) { uchar* pSrc = matBGRA.ptr(i); uchar* pDst = matBGRA_.ptr(i); for (int j = 0, m = 0; j < width; j++, m += 4) { int tmp = std::max(abs(pSrc[m] - pDst[m]), abs(pSrc[m + 1] - pDst[m + 1])); tmp = std::max(tmp, abs(pSrc[m + 2] - pDst[m + 2])); if (tmp > max_diff) max_diff = tmp; if (abs(pSrc[m] - pDst[m]) > threshold || abs(pSrc[m + 1] - pDst[m + 1]) > threshold || abs(pSrc[m + 2] - pDst[m + 2]) > threshold) { count_diff++; //std::cout << i << " " << j << std::endl; } } } std::cout << "convert I420 to BGRA diff max: " << max_diff << std::endl; if (count_diff > width + height) {// std::cout << "convert I420 to BGRA error." << std::endl; std::cout << "diff num: " << count_diff << std::endl; } delete[] pI420; } void test_BGRAToNV12(const cv::Mat& matSrc, int width, int height, int size_frame, cv::Mat& matDst) { // BGRA <--> NV12 cv::Mat matBGRA, matNV12; cv::cvtColor(matSrc, matBGRA, cv::COLOR_BGR2BGRA); uchar* pNV12 = new uchar[width * height + ((width + 1) / 2) * ((height + 1) / 2) * 2]; memset(pNV12, 0, sizeof(uchar) * (width * height + ((width + 1) / 2) * ((height + 1) / 2) * 2)); uchar* dst_y = pNV12; int dst_y_stride = width; uchar* dst_vu = pNV12 + size_frame; int dst_vu_stride = (width + 1) / 2 * 2; libyuv::ARGBToNV12(matBGRA.data, width * 4, dst_y, dst_y_stride, dst_vu, dst_vu_stride, width, height); matNV12 = cv::Mat(height, width, CV_8UC4, cv::Scalar::all(0)); libyuv::NV12ToARGB(dst_y, dst_y_stride, dst_vu, dst_vu_stride, matNV12.data, width * 4, width, height); cv::imwrite("NV12_bgra.jpg", matNV12); matNV12.copyTo(matDst); int count_diff = 0; int max_diff = 0; int threshold = 20;// for (int i = 0; i < height; i++) { uchar* pSrc = matBGRA.ptr(i); uchar* pDst = matNV12.ptr(i); for (int j = 0, m = 0; j < width; j++, m += 4) { int tmp = std::max(abs(pSrc[m] - pDst[m]), abs(pSrc[m + 1] - pDst[m + 1])); tmp = std::max(tmp, abs(pSrc[m + 2] - pDst[m + 2])); if (tmp > max_diff) max_diff = tmp; if (abs(pSrc[m] - pDst[m]) > threshold || abs(pSrc[m + 1] - pDst[m + 1]) > threshold || abs(pSrc[m + 2] - pDst[m + 2]) > threshold) { count_diff++; //std::cout << i << " " << j << std::endl; } } } std::cout << "convert NV12 to BGRA diff max: " << max_diff << std::endl; if (count_diff > width + height) {// std::cout << "convert NV12 to BGRA error." << std::endl; std::cout << "diff num: " << count_diff << std::endl; } delete[] pNV12; } void test_BGRAToNV21(const cv::Mat& matSrc, int width, int height, int size_frame, cv::Mat& matDst) { // BGRA <--> NV21 cv::Mat matBGRA, matNV21; cv::cvtColor(matSrc, matBGRA, cv::COLOR_BGR2BGRA); uchar* pNV21 = new uchar[width * height + ((width + 1) / 2) * ((height + 1) / 2) * 2]; memset(pNV21, 0, sizeof(uchar) * (width * height + ((width + 1) / 2) * ((height + 1) / 2) * 2)); uchar* dst_y = pNV21; int dst_y_stride = width; uchar* dst_vu = pNV21 + size_frame; int dst_vu_stride = (width + 1) / 2 * 2; libyuv::ARGBToNV21(matBGRA.data, width * 4, dst_y, dst_y_stride, dst_vu, dst_vu_stride, width, height); matNV21 = cv::Mat(height, width, CV_8UC4, cv::Scalar::all(0)); libyuv::NV21ToARGB(dst_y, dst_y_stride, dst_vu, dst_vu_stride, matNV21.data, width * 4, width, height); cv::imwrite("NV21_bgra.jpg", matNV21); matNV21.copyTo(matDst); int count_diff = 0; int max_diff = 0; int threshold = 20;// for (int i = 0; i < height; i++) { uchar* pSrc = matBGRA.ptr(i); uchar* pDst = matNV21.ptr(i); for (int j = 0, m = 0; j < width; j++, m += 4) { int tmp = std::max(abs(pSrc[m] - pDst[m]), abs(pSrc[m + 1] - pDst[m + 1])); tmp = std::max(tmp, abs(pSrc[m + 2] - pDst[m + 2])); if (tmp > max_diff) max_diff = tmp; if (abs(pSrc[m] - pDst[m]) > threshold || abs(pSrc[m + 1] - pDst[m + 1]) > threshold || abs(pSrc[m + 2] - pDst[m + 2]) > threshold) { count_diff++; //std::cout << i << " " << j << std::endl; } } } std::cout << "convert NV21 to BGRA diff max: " << max_diff << std::endl; if (count_diff > width + height) {// std::cout << "convert NV21 to BGRA error." << std::endl; std::cout << "diff num: " << count_diff << std::endl; } delete[] pNV21; }