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android libyuv库的使用
android libyuv库的使用
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.googl
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;
- }
GitHub: https://github.com/fengbingchun/Libyuv_Test
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