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Abstract: This paper explores the estimation of surface shape from texture when multiple textures are present in an image region due to texture discontinuities, occlusion, or pseudo-transparency (e.g. grass seen through a fence). We present both a theoretical analysis of the multiple texture problem and an algorithm that relaxes the single texture assumption. Using an analogy between shape-from-texture and motion, we exploit a robust mixture model to recover multiple surface shape estimates in the... (Update)
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BibTeX entry: (Update)
@misc{ and-shape,
author = "Michael Black And",
title = "Shape from Multiple, Transparent, and Occluded Textures",
url = "citeseer.ist.psu.edu/682786.html" }
Citations (may not include all citations):224 Representing moving images with layers - Wang, Adelson - 1994
205 Mixture Models: Inference and Applications to Clustering (context) - McLachlan, Basford - 1988
192 The robust estimation of multiple motions: Parametric and pi.. (context) - Black, Anandan - 1996
91 Mixture models for optical flow computation - Jepson, Black - 1993
91 Mixture models for optical flow computation - Jepson, Black - 1993
73 Cooperative robust estimation using layers of support - Darrell, Pentland - 1995
36 Computing local surface orientation and shape from texture f.. - Malik, Rosenholtz - 1997
30 optical flow and regularization with transparency (context) - Ju, Black et al. - 1996
16 Shape from periodic texture using the spectrogram - Krumm, Shafer - 1992
3 Graph matching by graduated assignment (context) - Gold, Rangarajan - 1996
3 Robust estimation of multiple surface shapes from occluded t.. - Black, Rosenholtz - 1995
2 surface using spacefrequency representation (context) - Shafer, surfaces et al. - 1994
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