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Object-respecting color image segmentation

Li, Hongdong; Shen, Chunhua


The problem of foreground/background segmentation is of great importance in image processing and computer vision. We present a novel Linear-Programming (LP)-based algorithm for color image segmentation. This algorithm segments an image into a conceptually-meaningful foreground region (usually corresponding to the object of interest) and background regions. From a few user specified strokes we learn two Gaussian Mixture models corresponding to the foreground and background region respectively....[Show more]

CollectionsANU Research Publications
Date published: 2007
Type: Conference paper
Source: Proceedings of the 2007 IEEE International Conference on Image Processing (ICIP-2007)
DOI: 10.1109/ICIP.2007.4379141


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