Image ROI in OpenCV4Android:
Mat roi = original.submat( arguments );
I've just tried your method and it works. Thank you. But here comes an interesting question.
Suppose I am processing the preview data in onPreviewFrame, with a parameter "data" contains the preview data. Now I want to only change the left-top 1/4 of the preview image to gray while keep the other part of the image as colorful one. That means I have to set ROI to left-top 1/4 of the image and call cvtColor function. Previously, I tried: Imgproc.cvtColor(original_data, mRgba, Imgproc.COLOR_YUV420sp2RGB, 4);
Mat graySubmat = mRgba.submat(0,0,width/2,height/2);
Imgproc.cvtColor(graySubmat, mRgbaGray, Imgproc.COLOR_GRAY2RGBA, 4);
mRgbaGray.copyTo(graySubmat);
But exception happens to such code: error: (-215) scn == 1 && (dcn == 3 || dcn == 4) in function void cv::cvtColor
I think you should use another method to convert to gray. Long story short, cvtColor is more appropriate to convert full images instead of ROI's. Because cvtColor in that case wil convert a 4 channel image to a 1 channel and i think it is not possible to do that for a roi only.
Yes, Rui. I agree with you. But because I am beginner of OpenCV I don't know what is the proper method. So I use a workaround: 1. change the data parameter of onPreviewFrame from yuv to rgb, then use matToBitmap() function to convert it to a bitmap. 2. change the ROI data to a gray bitmap (COLOR_GRAY2RGBA, and then matToBitmap()). 3. draw the gray bitmap onto the first bitmap I get 4. draw the bitmap on canvas. Although this new method works, I still want to know whether there is a better method: only process the ROI of original data and convert new data to a bitmap, and draw the bitmap on canvas. Do you have any idea?
You should open a new question explaining your 'new' problem so more people see it.
By the way, when you find that one answer is correct you should mark that answer as the correct one. It informs other people and gives reputation to whom answered :)
I Have yet to use OpenCV on android. And I'm not sure if it has a built in function. Anyway, I think this should work:
Mat normalImage;
Rect roi = new Rect(x, y, width, height);
Mat cropped = new Mat(normalImage, roi);
And if you want it as function then this might work:
private Mat croppMat(Mat normalImage, Rect roi)
{
Mat cropped = new Mat(normalImage, roi);
return cropped;
}
The usage of function I guess would be something like this:
myROIMat = croppMat(uncroppedImage, new Rect(x,y,width,height));
Thank you XCoder, but I am not sure your method works or not because I don't know wether the croppMat function is a "copy" method or a "pointing" method. to set the ROI we should use "pointing" method. Anyway, I will try your method later and I will post a response here today.
XCoder, I've just tried your method and it works. Thank you. But here comes an interesting question. Suppose I am processing the preview data in onPreviewFrame, with a parameter "data" contains the preview data. Now I want to only change the left-top 1/4 of the preview image to gray while keep the other part of the image as colorful one. That means I have to set ROI to left-top 1/4 of the image and call cvtColor function. Previously, I tried: Imgproc.cvtColor(original_data, mRgba, Imgproc.COLOR_YUV420sp2RGB, 4);
Mat graySubmat = croppMat(0,0,width/2,height/2); //Set ROI to left-top 1/4 image Mat mRgbaGray;
Imgproc.cvtColor(graySubmat, mRgbaGray, Imgproc.COLOR_GRAY2RGBA, 4);
mRgbaGray.copyTo(graySubmat);
But exception happens to such code. Idea?
Asked: 2012-08-17 00:23:30 -0600
Seen: 4,932 times
Last updated: Aug 17 '12
