Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image Segmentation Using Local Variation
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Segmentation Given Partial Grouping Constraints
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 2005 symposium on Interactive 3D graphics and games
Region merging techniques using information theory statistical measures
IEEE Transactions on Image Processing
Semidefinite clustering for image segmentation with a-priori knowledge
PR'05 Proceedings of the 27th DAGM conference on Pattern Recognition
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In this paper, we improve and tailor a recent statistical region merging approach to biased (partially supervised) grouping. The approach appears to be attractive both for its theoretical benefits and its experimental results, as light bias brings dramatic improvements over unbiased approaches on difficult pictures. Comparisons with another biased grouping algorithm display very favorable results.