detecting hyperbolic regions in an image matlab

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I have grey scale images as shown (it is scanned profile of an actual construction bridge). I would like to identify or detect hyperbolic variations or regions in it (and preferably separate them in the form of boxes as shown in another image). I have tried canny edge detector, texture segmentation and other methods, but they are not as reliable ..i.e., they don't have high degree of accuracy. The problems associated with this are: a) Sometimes the hyperbolic variations are too close..so I have to stretch the image and adjust contrast. b) Sometimes the region contrast is too light or heavily distorted.. but I still wanna detect them.. Please suggest a suitable method or code to identify it.. I have attached some sample images..
result needed - sample http://i.stack.imgur.com/NNuVz.png
Thank you very much for your suggestions..
  1 Comment
leila Amaral
leila Amaral on 13 Mar 2020
Hello Mohammed. Could you find a solution for this problem? I would apreciate if you could help me too!

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