java - OpenCV Java 中的灰度反转图像

Question

我想在 openCV 中将倒置图像转换为灰度，我与 this method 一起使用反转 BGR 图像，但我收到有关 Imgproc.cvtColor 方法的错误。

这是日志猫:

01-06 13:43:01.085: E/cv::error()(8837): OpenCV Error: Assertion failed (scn == 3 || scn == 4) in void cv::cvtColor(cv::InputArray, cv::OutputArray, int, int), file /home/reports/ci/slave_desktop/50-SDK/opencv/modules/imgproc/src/color.cpp, line 3737
01-06 13:43:01.095: E/org.opencv.imgproc(8837): imgproc::cvtColor_11() caught cv::Exception: /home/reports/ci/slave_desktop/50-SDK/opencv/modules/imgproc/src/color.cpp:3737: error: (-215) scn == 3 || scn == 4 in function void cv::cvtColor(cv::InputArray, cv::OutputArray, int, int)
01-06 13:43:01.095: E/AndroidRuntime(8837): FATAL EXCEPTION: main
01-06 13:43:01.095: E/AndroidRuntime(8837): Process: com.example.irisrecog, PID: 8837
01-06 13:43:01.095: E/AndroidRuntime(8837): java.lang.RuntimeException: Unable to resume activity {com.example.irisrecog/com.example.irisrecog.MainActivity}: CvException [org.opencv.core.CvException: cv::Exception: /home/reports/ci/slave_desktop/50-SDK/opencv/modules/imgproc/src/color.cpp:3737: error: (-215) scn == 3 || scn == 4 in function void cv::cvtColor(cv::InputArray, cv::OutputArray, int, int)
01-06 13:43:01.095: E/AndroidRuntime(8837): ]
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.app.ActivityThread.performResumeActivity(ActivityThread.java:2850)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.app.ActivityThread.handleResumeActivity(ActivityThread.java:2879)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.app.ActivityThread$H.handleMessage(ActivityThread.java:1288)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.os.Handler.dispatchMessage(Handler.java:102)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.os.Looper.loop(Looper.java:212)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.app.ActivityThread.main(ActivityThread.java:5151)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at java.lang.reflect.Method.invokeNative(Native Method)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at java.lang.reflect.Method.invoke(Method.java:515)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at com.android.internal.os.ZygoteInit$MethodAndArgsCaller.run(ZygoteInit.java:875)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at com.android.internal.os.ZygoteInit.main(ZygoteInit.java:691)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at dalvik.system.NativeStart.main(Native Method)
01-06 13:43:01.095: E/AndroidRuntime(8837): Caused by: CvException [org.opencv.core.CvException: cv::Exception: /home/reports/ci/slave_desktop/50-SDK/opencv/modules/imgproc/src/color.cpp:3737: error: (-215) scn == 3 || scn == 4 in function void cv::cvtColor(cv::InputArray, cv::OutputArray, int, int)
01-06 13:43:01.095: E/AndroidRuntime(8837): ]
01-06 13:43:01.095: E/AndroidRuntime(8837):     at org.opencv.imgproc.Imgproc.cvtColor_1(Native Method)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at org.opencv.imgproc.Imgproc.cvtColor(Imgproc.java:4598)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at com.example.irisrecog.MainActivity.segmentasi(MainActivity.java:240)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at com.example.irisrecog.MainActivity.deteksiIrisMata(MainActivity.java:283)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at com.example.irisrecog.MainActivity.onResume(MainActivity.java:135)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.app.Instrumentation.callActivityOnResume(Instrumentation.java:1192)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.app.Activity.performResume(Activity.java:5310)
01-06 13:43:01.095: E/AndroidRuntime(8837):     at android.app.ActivityThread.performResumeActivity(ActivityThread.java:2840)
01-06 13:43:01.095: E/AndroidRuntime(8837):     ... 10 more

下面是我对倒置图像进行灰度化的代码:

//invert matrix - bgrFrame
Mat invertedMat = new Mat(bgrFrame.rows(), bgrFrame.cols(), bgrFrame.type());
Mat invertColorMat = new Mat(bgrFrame.rows(), bgrFrame.cols(), bgrFrame.type(), new Scalar(255,255,255));
Core.subtract(invertColorMat, bgrFrame, invertedMat);
//grayscaling inverted matrix
Mat grayscaledMat = new Mat();
Imgproc.cvtColor(invertedMat, grayscaledMat, Imgproc.COLOR_BGR2GRAY); // this line caused an error

我的代码有错误吗？非常感谢

Answer 1

您不需要手动反转图像，有一个阈值标志，它会自动执行此操作:

Mat grayscaledMat = new Mat();
Imgproc.cvtColor(bgrFrame, grayscaledMat, Imgproc.COLOR_BGR2GRAY);

Mat thresh = new Mat();
Imgproc.threshold(grayscaledMat, thresh, 30, 255, Imgproc.THRESH_BINARY_INV);

<小时/>

但是您的错误消息提示，cvtColor 的输入既没有 3 也没有 4 个 channel ，因此它要么是灰度，要么是完全空/无效的 img。