Segmentation Based Object Categorization: NP- Hard, Spectral Graph Theory, QR Algorithm - Couverture souple

 
9786131393662: Segmentation Based Object Categorization: NP- Hard, Spectral Graph Theory, QR Algorithm

Synopsis

Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. The image segmentation problem is concerned with partitioning an image into multiple regions according to some homogeneity criterion. This article is primarily concerned with graph theoretic approaches to image segmentation. OBJ CUT is an efficient method that automatically segments an object. The OBJ CUT method is a generic method, and therefore it is applicable to any object category model. Given an image D containing an instance of a known object category, e.g. cows, the OBJ CUT algorithm computes a segmentation of the object, that is, it infers a set of labels m.

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