使用openCV在Android中进行模板匹配

时间:2013-10-18 15:39:47

标签: android opencv android-camera mat template-matching

我正在尝试使用模板匹配将图像与Android中的相机输入进行匹配。当我尝试使用静态2图像时,例如:OpenCV Template Matching example in Android,一切正常。但是当我尝试使用摄像头拍摄的图像时,我得不到正确的结果。以下是我写的代码:

  String baseDir = Environment.getExternalStorageDirectory().getAbsolutePath();


                Mat img = Highgui.imread(baseDir + "/mediaAppPhotos/img2.png");
                Mat templ = Highgui.imread(baseDir+ "/mediaAppPhotos/chars.png");


                int result_cols = img.cols() - templ.cols() + 1;
                int result_rows = img.rows() - templ.rows() + 1;
                Mat result = new Mat(result_cols, result_rows, CvType.CV_32FC1);

                // / Do the Matching and Normalize
                Imgproc.matchTemplate(img, templ, result, Imgproc.TM_CCOEFF);
                Core.normalize(result, result, 0, 1, Core.NORM_MINMAX, -1,
                        new Mat());

                // / Localizing the best match with minMaxLoc
                MinMaxLocResult mmr = Core.minMaxLoc(result);

                Point matchLoc;
                if (Imgproc.TM_CCOEFF == Imgproc.TM_SQDIFF
                        || Imgproc.TM_CCOEFF == Imgproc.TM_SQDIFF_NORMED) {
                    matchLoc = mmr.minLoc;
                } else {
                    matchLoc = mmr.maxLoc;
                }

                // / Show me what you got
                Core.rectangle(
                        img,
                        matchLoc,
                        new Point(matchLoc.x + templ.cols(), matchLoc.y
                                + templ.rows()), new Scalar(0, 255, 0));

                // Save the visualized detection.
                System.out.println("Writing " + baseDir+ "/mediaAppPhotos/result.png");
                Highgui.imwrite(baseDir + "/mediaAppPhotos/result.png", img);

我希望此模板匹配在从相机捕获图像时也能正常工作。非常感谢任何帮助!

1 个答案:

答案 0 :(得分:0)