我在 iPhone 上使用 OpenCV 2.2 检测人脸。我正在使用 IOS 4 的 AVCaptureSession 来访问相机流，如以下代码所示。

我的挑战是视频帧以 CVBufferRef(指向 CVImageBuffer 的指针)对象的形式出现，并且它们以风景的形式出现，宽 480 像素，高 300 像素。如果您将手机横向放置，这很好，但是当手机处于直立位置时，我想将这些框架顺时针旋转 90 度，以便 OpenCV 可以正确找到人脸。

我可以将 CVBufferRef 转换为 CGImage，然后转换为 UIImage，然后旋转，就像这个人所做的那样:Rotate CGImage taken from video frame

然而，这会浪费大量的 CPU。我正在寻找一种更快的方法来旋转传入的图像，如果可能的话最好使用 GPU 来执行此处理。

有什么想法吗？

伊恩

代码示例:

 -(void) startCameraCapture {
  // Start up the face detector

  faceDetector = [[FaceDetector alloc] initWithCascade:@"haarcascade_frontalface_alt2" withFileExtension:@"xml"];

  // Create the AVCapture Session
  session = [[AVCaptureSession alloc] init];

  // create a preview layer to show the output from the camera
  AVCaptureVideoPreviewLayer *previewLayer = [AVCaptureVideoPreviewLayer layerWithSession:session];
  previewLayer.frame = previewView.frame;
  previewLayer.videoGravity = AVLayerVideoGravityResizeAspectFill;

  [previewView.layer addSublayer:previewLayer];

  // Get the default camera device
  AVCaptureDevice* camera = [AVCaptureDevice defaultDeviceWithMediaType:AVMediaTypeVideo];

  // Create a AVCaptureInput with the camera device
  NSError *error=nil;
  AVCaptureInput* cameraInput = [[AVCaptureDeviceInput alloc] initWithDevice:camera error:&error];
  if (cameraInput == nil) {
   NSLog(@"Error to create camera capture:%@",error);
  }

  // Set the output
  AVCaptureVideoDataOutput* videoOutput = [[AVCaptureVideoDataOutput alloc] init];
  videoOutput.alwaysDiscardsLateVideoFrames = YES;

  // create a queue besides the main thread queue to run the capture on
  dispatch_queue_t captureQueue = dispatch_queue_create("catpureQueue", NULL);

  // setup our delegate
  [videoOutput setSampleBufferDelegate:self queue:captureQueue];

  // release the queue.  I still don't entirely understand why we're releasing it here,
  // but the code examples I've found indicate this is the right thing.  Hmm...
  dispatch_release(captureQueue);

  // configure the pixel format
  videoOutput.videoSettings = [NSDictionary dictionaryWithObjectsAndKeys:
          [NSNumber numberWithUnsignedInt:kCVPixelFormatType_32BGRA], 
          (id)kCVPixelBufferPixelFormatTypeKey,
          nil];

  // and the size of the frames we want
  // try AVCaptureSessionPresetLow if this is too slow...
  [session setSessionPreset:AVCaptureSessionPresetMedium];

  // If you wish to cap the frame rate to a known value, such as 10 fps, set 
  // minFrameDuration.
  videoOutput.minFrameDuration = CMTimeMake(1, 10);

  // Add the input and output
  [session addInput:cameraInput];
  [session addOutput:videoOutput];

  // Start the session
  [session startRunning];  
 }

 - (void)captureOutput:(AVCaptureOutput *)captureOutput didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection {
  // only run if we're not already processing an image
  if (!faceDetector.imageNeedsProcessing) {

   // Get CVImage from sample buffer
   CVImageBufferRef cvImage = CMSampleBufferGetImageBuffer(sampleBuffer);

   // Send the CVImage to the FaceDetector for later processing
   [faceDetector setImageFromCVPixelBufferRef:cvImage];

   // Trigger the image processing on the main thread
   [self performSelectorOnMainThread:@selector(processImage) withObject:nil waitUntilDone:NO];
  }
 }

最佳答案

vImage 是一种非常快速的方法。虽然需要 ios5。该调用显示 ARGB，但它适用于您从缓冲区获得的 BGRA。

这还有一个好处，就是你可以切出缓冲区的一部分并旋转它。 See my answer here

- (unsigned char*) rotateBuffer: (CMSampleBufferRef) sampleBuffer
{
 CVImageBufferRef imageBuffer = CMSampleBufferGetImageBuffer(sampleBuffer);
 CVPixelBufferLockBaseAddress(imageBuffer,0);

 size_t bytesPerRow = CVPixelBufferGetBytesPerRow(imageBuffer);
 size_t width = CVPixelBufferGetWidth(imageBuffer);
 size_t height = CVPixelBufferGetHeight(imageBuffer);
 size_t currSize = bytesPerRow*height*sizeof(unsigned char); 
 size_t bytesPerRowOut = 4*height*sizeof(unsigned char); 

 void *srcBuff = CVPixelBufferGetBaseAddress(imageBuffer); 
 unsigned char *outBuff = (unsigned char*)malloc(currSize);  

 vImage_Buffer ibuff = { srcBuff, height, width, bytesPerRow};
 vImage_Buffer ubuff = { outBuff, width, height, bytesPerRowOut};

 uint8_t rotConst = 1;   // 0, 1, 2, 3 is equal to 0, 90, 180, 270 degrees rotation

 vImage_Error err= vImageRotate90_ARGB8888 (&ibuff, &ubuff, NULL, rotConst, NULL,0);
 if (err != kvImageNoError) NSLog(@"%ld", err);

 return outBuff;
}

关于ios - 如何在不转换为 UIImage 的情况下在 IOS 4 中直接旋转 CVImageBuffer 图像？，我们在Stack Overflow上找到一个类似的问题： https://stackoverflow.com/questions/4528879/