How do I find a rectangle in a photo using iphone?
From iOS 8, you can now use the new detector CIDetectorTypeRectangle that returns CIRectangleFeature. You can add options :
- Accuracy : low/hight
Aspect ratio : 1.0 if you want to find only squares for example
CIImage *image = // your image NSDictionary *options = @{CIDetectorAccuracy: CIDetectorAccuracyHigh, CIDetectorAspectRatio: @(1.0)}; CIDetector *rectangleDetector = [CIDetector detectorOfType:CIDetectorTypeRectangle context:nil options:options]; NSArray *rectangleFeatures = [rectangleDetector featuresInImage:image]; for (CIRectangleFeature *rectangleFeature in rectangleFeatures) { CGPoint topLeft = rectangleFeature.topLeft; CGPoint topRight = rectangleFeature.topRight; CGPoint bottomLeft = rectangleFeature.bottomLeft; CGPoint bottomRight = rectangleFeature.bottomRight; }
More information in WWDC 2014 Advances in Core Image, Session 514.
An example from shinobicontrols.com
See opencv sample code OpenCV2.2\samples\cpp\squares.cpp
. They do the following:
Detect edges using Canny
Retrieve contours by
findContours
For each contour
approximate contour using
approxPolyDP
to decrease number of verticesif contour has 4 vertices and each angle is ~90 degrees then yield a rectangle
To get you started, you should look at the feature detection api of OpenCV. Especially
cv::Canny
(for edge detection),- maybe
cv::cornerHarris
(for corner detection), - and
cv::HoughLines
(for finding straight lines in the edge image).
HTH