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  Mdl based structural interpretation of images under partial occlusion (2001) [2 citations — 0 self]

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by Sowmya Ramakrishnan, Peter Forte
In BMVC01, page Poster Session 2. and Demonstrations
http://www.bmva.ac.uk/bmvc/2001/papers/82/../../papers/31/accepted_31.pdf
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Abstract:

In this paper an information theoretic approach is provided for resolving border ambiguity under partial occlusion. The proposed framework allows structural interpretation of images prior to the application of domain specific knowledge. The central idea behind MDL based figure-ground grouping is merging those place-token candidates whose composed description length (whole) is better than sum of their individual description lengths (parts). The computational theory is illustrated by application to blocks-world images. 1

Citations

1083 Introduction to Kolmogorov Complexity and Its Applications – Li, Vitanyi - 1993
358 Perceptual Organization and Visual Recognition – Lowe - 1985
188 Constructing simple stable description for image partitioning – Leclerc - 1989
15 Principles of Gestalt – Koffka - 1935
12 A measure of Closure – Elder, Zucker - 1994
11 Segmentation and classification of edges using minimum description length approximation and complementary junction cues – Lindeberg, Li - 1997
4 Ground from figure discrimination – Amir, Lindenbaum - 1998
3 Representation of linear structures using perceptual grouping – Alquier, Montesinos - 1998
3 Perceptual Organization for artificial vision systems – Boyer - 2000
1 Sanfeliu.A, Integration of perceptual grouping and depth – Andrade-Cetto - 2000
1 Restle.F, Coding theory of visual pattern completion – H - 1981
1 Perceptual grouping and segmentation by stochastic clustering, CVPRIP 2000, Atlantic city – Y, Weinshall
1 Visual Organization for figure/ground separation – D, Parida - 1996
1 Figure - ground discrimination : a combinational Optimization approach – Herault, Houraud - 1993
1 An integrated boundary and region approach to perceptual grouping – A - 2000
1 and Efficient Detection of Salient Convex Groups – W - 1996
1 description length based 2-D shape description – X - 1993
1 Segmentation of salient closed contours from real images – S, Williams
1 Measuring Convexity for Figure/Ground separation – H, Rubin
1 Organization of Occluding Contours of Opaque Surfaces – E - 1999
1 On the role of Perceptual Organization, in: Pentland.A (ed), From Pixels to Predicates – Witkin, Tenenbaum - 1986