Dual-Resolution Active Contours Segmentation of Vickers Indentation Images with Shape Prior Initialization

摘要

Vickers microindentation imagery is segmented using the Chan-Vese level-set approach. In order to find a suitable initialization, we propose to apply a Shape-Prior gradient descent approach to a significantly resolution-reduced image. Subsequent local Hough transform leads to a very high accuracy of the overall approach.