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2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) - Volume 2
Grouping with Bias Revisited
Washington, D.C., USA
June 27-July 02
ISBN: 0-7695-2158-4
Richard Nock, DSI/University Antilles-Guyane
Frank Nielsen, Sony CS Labs Inc.
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.
Citation:
Richard Nock, Frank Nielsen, "Grouping with Bias Revisited," cvpr, vol. 2, pp.460-465, 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'04) - Volume 2, 2004
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