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How to chose a meaningful patch?

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I'm really new in image processing, so please sorry I'm a newbie. I tried to use the [squares.cpp][1] for detecting posters (since they usually are rectangles) **without using expensive feature detectors (like SIFT)**. Unfortunately, the results are pretty much disappointing (as it was pretty predictable, results below). Actually I don't care that only posters are detected, since statistically the posters are the biggest (or second biggest) rectangle in the image (decent heuristic). Any idea how to improve this code? [![enter image description here][2]][2] [![enter image description here][3] [![enter image description here][4]][4] [![enter image description here][5]][5] [![enter image description here][6]][6] [![enter image description here][7]][7] [1]: https://github.com/Itseez/opencv/blob/master/samples/cpp/squares.cpp [2]: http://i.stack.imgur.com/M03bG.jpg [3]: http://i.stack.imgur.com/QVp2h.jpg [4]: http://i.stack.imgur.com/TRuTK.jpg [5]: http://i.stack.imgur.com/875JO.jpg [6]: http://i.stack.imgur.com/mLONI.jpg [7]: http://i.stack.imgur.com/jFTsT.jpg

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