I am trying to recognize the wood chips in the image shown below. The ultimate goal is to try and recognize the width and length of each wood chip. Currently, I am using an approach that involves bilateral filtering on a grey-level image + Canny edge detection + Hough line transform.
Results are somewhat iffy - can you recommend other algorithms to try out or is this a problem more suited to a statistical / machine learning approach.