Created
March 10, 2017 10:59
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OpenCV Grabcut implementation in ObjectiveC++
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| @implementation OpenCVWrapper : NSObject | |
| - (id)initWithImage:(UIImage *)inputImage { | |
| self = [self init]; | |
| if (self) { | |
| self.image = inputImage; | |
| self.inputImageMat = [inputImage CVMat3]; | |
| self.firstRun = true; | |
| self.mask = cv::Mat(self.inputImageMat.size(), CV_8U, cv::Scalar(GC_PR_BGD)); | |
| } | |
| return self; | |
| } | |
| - (UIImage *)processImage { | |
| NSLog(@"image size: %@", NSStringFromCGSize(self.image.size)); | |
| NSLog(@"ROI: %@", NSStringFromCGRect(self.rect)); | |
| if (!_firstRun) { | |
| [self _addMarkersToMask]; | |
| } | |
| grabCut(_inputImageMat, | |
| _mask, | |
| cvRectFromCGRect(_rect), | |
| _bgModel, | |
| _fgModel, | |
| 1, // number of iterations | |
| _firstRun ? cv::GC_INIT_WITH_RECT : cv::GC_INIT_WITH_MASK); | |
| self.firstRun = false; | |
| cv::Mat image = _inputImageMat.clone(); | |
| // Get the pixels marked as likely foreground AND foreground | |
| cv::Mat maskPrFgd = _mask == cv::GC_PR_FGD; | |
| cv::Mat maskFgd = _mask == cv::GC_FGD; | |
| // Generate output image | |
| cv::Mat foreground(image.size(), CV_8UC3, cv::Scalar(255, 0, 255)); | |
| image.copyTo(foreground, maskPrFgd | maskFgd); // bg pixels not copied | |
| // image has magenta on transparent sections. replace before using | |
| return [UIImage imageWithCVMat:foreground]; | |
| } | |
| - (void)_addMarkersToMask { | |
| NSLog(@"fg points:"); | |
| for (NSValue *r in self.foregroundPoints) { | |
| CGRect rect = r.CGRectValue; | |
| NSLog(@"%@", NSStringFromCGRect(rect)); | |
| rectangle(_mask, cvRectFromCGRect(rect), GC_FGD); | |
| } | |
| NSLog(@"bg points:"); | |
| for (NSValue *r in self.backgroundPoints) { | |
| CGRect rect = r.CGRectValue; | |
| NSLog(@"%@", NSStringFromCGRect(rect)); | |
| rectangle(_mask, cvRectFromCGRect(rect), GC_BGD); | |
| } | |
| } | |
| @end |
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