I want to doing image processing in real time by using openCV.
My final target is showing the result in realtime on the screen while the other side camera is capturing the video by using AVFoundation frameworks.
How can I process every video frame by OpenCV, and show the result on the screen in real time?
Use AVAssertReader
//Setup Reader AVURLAsset * asset = [AVURLAsset URLAssetWithURL:urlvalue options:nil]; [asset loadValuesAsynchronouslyForKeys:[NSArray arrayWithObject:@"tracks"] completionHandler: ^{ dispatch_async(dispatch_get_main_queue(), ^{ AVAssetTrack * videoTrack = nil; NSArray * tracks = [asset tracksWithMediaType:AVMediaTypeVideo]; if ([tracks count] == 1) { videoTrack = [tracks objectAtIndex:0]; NSError * error = nil; _movieReader = [[AVAssetReader alloc] initWithAsset:asset error:&error]; if (error) NSLog(error.localizedDescription); NSString* key = (NSString*)kCVPixelBufferPixelFormatTypeKey; NSNumber* value = [NSNumber numberWithUnsignedInt:kCVPixelFormatType_4444AYpCbCr16]; NSDictionary* videoSettings = [NSDictionary dictionaryWithObject:value forKey:key]; [_movieReader addOutput:[AVAssetReaderTrackOutput assetReaderTrackOutputWithTrack:videoTrack outputSettings:videoSettings]]; [_movieReader startReading]; } }); }]; to get next movie frame
static int frameCount=0; - (void) readNextMovieFrame { if (_movieReader.status == AVAssetReaderStatusReading) { AVAssetReaderTrackOutput * output = [_movieReader.outputs objectAtIndex:0]; CMSampleBufferRef sampleBuffer = [output copyNextSampleBuffer]; if (sampleBuffer) { CVImageBufferRef imageBuffer = CMSampleBufferGetImageBuffer(sampleBuffer); // Lock the image buffer CVPixelBufferLockBaseAddress(imageBuffer,0); // Get information of the image uint8_t *baseAddress = (uint8_t *)CVPixelBufferGetBaseAddress(imageBuffer); size_t bytesPerRow = CVPixelBufferGetBytesPerRow(imageBuffer); size_t width = CVPixelBufferGetWidth(imageBuffer); size_t height = CVPixelBufferGetHeight(imageBuffer); /*We unlock the image buffer*/ CVPixelBufferUnlockBaseAddress(imageBuffer,0); /*Create a CGImageRef from the CVImageBufferRef*/ CGColorSpaceRef colorSpace = CGColorSpaceCreateDeviceRGB(); CGContextRef newContext = CGBitmapContextCreate(baseAddress, width, height, 8, bytesPerRow, colorSpace, kCGBitmapByteOrder32Little | kCGImageAlphaPremultipliedFirst); CGImageRef newImage = CGBitmapContextCreateImage(newContext); /*We release some components*/ CGContextRelease(newContext); CGColorSpaceRelease(colorSpace); /*We display the result on the custom layer*/ /*self.customLayer.contents = (id) newImage;*/ /*We display the result on the image view (We need to change the orientation of the image so that the video is displayed correctly)*/ UIImage *image= [UIImage imageWithCGImage:newImage scale:0.0 orientation:UIImageOrientationRight]; UIGraphicsBeginImageContext(image.size); [image drawAtPoint:CGPointMake(0, 0)]; // UIImage *img=UIGraphicsGetImageFromCurrentImageContext(); videoImage=UIGraphicsGetImageFromCurrentImageContext(); UIGraphicsEndImageContext(); //videoImage=image; // if (frameCount < 40) { NSLog(@"readNextMovieFrame==%d",frameCount); NSString* filename = [NSString stringWithFormat:@"Documents/frame_%d.png", frameCount]; NSString* pngPath = [NSHomeDirectory() stringByAppendingPathComponent:filename]; [UIImagePNGRepresentation(videoImage) writeToFile: pngPath atomically: YES]; frameCount++; // } CVPixelBufferUnlockBaseAddress(imageBuffer,0); CFRelease(sampleBuffer); } } } once your _movieReader reach end then you need to restart again.
