Overview
The decoded frames interception and handling feature allows to use a powerful images handling library OpenCV. The feature may be useful, for example, in case of AR implementatioin at server side and other similar cases, and is available since WCS build 5.2.1914.
OpenCV library should be built before implementing a custom Java class to integrate it.
Building OpenCV
Let's describe OpenCV 4.9.0 building on Centos 7, to provide glibc 2.17 compatibility.
1. Install JDK 8 and ANT
yum install openjdk-8-jdk ant
2. Detect JDK installation folder path and set the environment variable JAVA_HOME
export JAVA_HOME=$(echo $(readlink -f $(which javac)) | sed 's/\/bin\/javac//g')
3. Install CMake 3.6.2 or newer
wget https://cmake.org/files/v3.6/cmake-3.6.2.tar.gz tar -zxf cmake-3.6.2.tar.gz cd cmake-3.6.2 ./bootstrap --prefix=/usr/local make -j$(nproc) make install
4. Install GCC 11 and switch to it to build OpenCV
yum install centos-release-scl yum install devtoolset-11-gcc devtoolset-11-gcc-c++ scl enable devtoolset-11 -- bash
5. Download and unpack OpenCV source code
wget -O opencv-490.zip https://github.com/opencv/opencv/archive/4.9.0.zip unzip opencv-490.zip
6. Set up the build
cd opencv-490 mkdir build cd build cmake ..
7. Build OpenCV
make -j $(nproc)
8. Copy native and Java modules to WCS installation folder
cp bin/opencv-490.jar /usr/local/FlashphonerWebCallServer/lib/custom cp -r lib/* /usr/local/FlashphonerWebCallServer/lib/so
Interceptor implementation using OpenCV
A Java class implementing Java IDecodedFrameInterceptor interface should be developed. The function frameDecoded()
of this class will receive decoded frames in YUV I420 format, convert them using OpenCV functions to RGB format, apply bluring effect, convert the result back to YUV I420 and rewrite the frame data as solid byte array, not by pixel, using Frame.rewriteData()
method
// Package name should be strictly defined as com.flashphoner.frameInterceptor package com.flashphoner.frameInterceptor; // Import decoded frame interceptor interface import com.flashphoner.sdk.media.IDecodedFrameInterceptor; // Import YUV frame description import com.flashphoner.sdk.media.YUVFrame; // Import OpenCV classes import org.opencv.core.Core; import org.opencv.core.CvType; import org.opencv.core.Mat; import org.opencv.core.Size; import org.opencv.imgproc.Imgproc; public class TestInterceptor implements IDecodedFrameInterceptor { static { System.loadLibrary(Core.NATIVE_LIBRARY_NAME); } @Override public void frameDecoded(String streamName, YUVFrame frame) { int width = frame.getWidth(); int height = frame.getHeight(); // Calculate chroma height of YUV frame int chromaHeight = height * 3 / 2; Mat srcYuvMatrix = new Mat(chromaHeight, width, CvType.CV_8UC1, frame.getData()); // Create RGB matrix for manipulations Mat rgbMatrix = new Mat(height, width, CvType.CV_8UC3); Mat blurredMatrix = new Mat(height, width, CvType.CV_8UC3); // Convert YUV matrix to RGB matrix Imgproc.cvtColor(srcYuvMatrix, rgbMatrix, Imgproc.COLOR_YUV2RGB_I420); // Apply blur to matrix Imgproc.GaussianBlur(rgbMatrix, blurredMatrix, new Size(15, 15), 0); Mat dstYuvMatrix = new Mat(chromaHeight, width, CvType.CV_8UC1); // Convert RGB back to YUV Imgproc.cvtColor(blurredMatrix, dstYuvMatrix, Imgproc.COLOR_RGB2YUV_I420); byte[] dstData = new byte[chromaHeight * width]; // get data from destination matrix dstYuvMatrix.get(0,0, dstData); // Current method rewrites full frame data with provided dstData // This method is recommended for a complete rewrite of the frame, rather than pixel-by-pixel rewriting due to color mismatch frame.rewriteData(dstData); } }
Then the class should be complied into byte code. To do this, create folder tree accordind to TestInterceptor class package name
mkdir -p com/flashphoner/frameInterceptor
and execute the command
javac -cp /usr/local/FlashphonerWebCallServer/lib/wcs-core.jar:/usr/local/FlashphonerWebCallServer/lib/custom/opencv-490.jar ./com/flashphoner/frameInterceptor/TestInterceptor.java
Now, pack the code compiled to jar file
jar -cf testinterceptor.jar ./com/flashphoner/frameInterceptor/TestInterceptor.class
and copy this file to WCS custom libraries folder
cp testinterceptor.jar /usr/local/FlashphonerWebCallServer/lib/custom
To use custom frames interceptor class, set its package name to the following parameter in flashphoner.properties
decoded_frame_interceptor=com.flashphoner.frameInterceptor.TestInterceptor
and restart WCS.
Testing
1. Publish a test stream in Two Way Streaming example
2. Play the stream in Player example with explicit resolution setting to enable transcoding, for example https://test1.flashphoner.com:8444/client2/examples/demo/streaming/player/player.html?resolution=320x240, where test1.flashphoner.com is WCS server address
The picture will be blurred.