Android CameraX和HyperLPR3配合使用
实现的功能
HyperLPR3在实时图像预览里面,调用SDK识别摄像机实时图像里面的车牌号,需要用到图片缓存区。CameraX应该按照如下代码使用。
注意
图片必须使用YuvImage压缩写入ByteArrayOutputStream,然后转数组,把数组给HyperLPR3.getInstance().plateRecognition的第一个参数。才能识别出来摄像机实时图像里面的车牌。
private void startCamera() {
ListenableFuture<ProcessCameraProvider> cameraProviderFuture =
ProcessCameraProvider.getInstance(this);
cameraProviderFuture.addListener(() -> {
try {
ProcessCameraProvider cameraProvider = cameraProviderFuture.get();
Preview preview = new Preview.Builder().build();
preview.setSurfaceProvider(previewView.getSurfaceProvider());
CameraSelector cameraSelector = new CameraSelector.Builder()
.requireLensFacing(CameraSelector.LENS_FACING_BACK)
.build();
ImageAnalysis imageAnalysis =
new ImageAnalysis.Builder()
.setTargetResolution(new Size(1920, 1080))
.setBackpressureStrategy(ImageAnalysis.STRATEGY_KEEP_ONLY_LATEST)
.build();
ExecutorService singleThreadExecutor = Executors.newCachedThreadPool();
imageAnalysis.setAnalyzer(singleThreadExecutor, image -> {
ImageProxy.PlaneProxy[] planes = image.getPlanes();
new Thread(() -> {
ByteBuffer yBuffer = planes[0].getBuffer();
ByteBuffer uBuffer = planes[1].getBuffer();
ByteBuffer vBuffer = planes[2].getBuffer();
int ySize = yBuffer.remaining();
int uSize = uBuffer.remaining();
int vSize = vBuffer.remaining();
byte[] nv21 = new byte[ySize + uSize + vSize];
yBuffer.get(nv21, 0, ySize);
vBuffer.get(nv21, ySize, vSize);
uBuffer.get(nv21, ySize + vSize, uSize);
YuvImage yuvImage = new YuvImage(nv21, ImageFormat.NV21, image.getWidth(), image.getHeight(), null);
//输出流
ByteArrayOutputStream out = new ByteArrayOutputStream();
//压缩写入out
yuvImage.compressToJpeg(new Rect(0, 0, yuvImage.getWidth(), yuvImage.getHeight()), 50, out);
//转数组
byte[] imageBytes = out.toByteArray();
Plate[] plates = HyperLPR3.getInstance().plateRecognition(
imageBytes,
image.getHeight(),
image.getWidth(),
HyperLPR3.CAMERA_ROTATION_270,
HyperLPR3.STREAM_YUV_NV21);
if (0 < plates.length) {
for (Plate plate : plates) {
String pStr = plate.getCode();
//plateTv是个textview控件,跨线程了,所以用runOnUiThread
runOnUiThread(() -> plateTv.setText(pStr));
}
}
image.close();
}).start();
});
//绑定前先解绑
cameraProvider.unbindAll();
cameraProvider.bindToLifecycle(this, cameraSelector, imageAnalysis, preview);
} catch (InterruptedException | ExecutionException e) {
Toast.makeText(context, e.getMessage(), Toast.LENGTH_LONG).show();
}
}, ContextCompat.getMainExecutor(this));
}