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Abstract: this paper we formulate a robust statistical framework for representing certain classes of appearance change. In so doing we have three primary goals. First, we wish to explain appearance changes in an image sequence as resulting from a mixture of causes. Second, we wish to locate where particular types of appearance change are taking place in an image. And, third, we want to provide a framework that generalizes previous work on motion estimation (Update)
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2.6: Robustly Estimating Changes in Image Appearance - Black, Fleet, al. (2000) (Correct)
1.7: A Framework for Modeling Appearance Change in Image Sequences - Black, Fleet, Yacoob (1998) (Correct)
0.6: Learning Parameterized Models of Image Motion - Black, Yacoob, Jepson, Fleet (1997) (Correct)
BibTeX entry: (Update)
M. J. Black, D. J. Fleet, and Y. Yacoob, "Robustly estimating changes in image appearance, " CVIU, vol. 78, no. 1, pp. 8--31, 2000. (a) (b) (c) (d) (e) (f) (g) (h) http://citeseer.ist.psu.edu/black00robustly.html More
@article{ black00robustly,
author = "Michael J. Black and David J. Fleet and Yaser Yacoob",
title = "Robustly Estimating Changes in Image Appearance",
journal = "Computer Vision and Image Understanding: CVIU",
volume = "78",
number = "1",
pages = "8--31",
year = "2000",
url = "citeseer.ist.psu.edu/black00robustly.html" }
Citations (may not include all citations):2528 Maximum likelihood from incomplete data via the EM algorithm (context) - Dempster, Laird et al. - 1977
502 Performance of optical flow techniques - Barron, Fleet et al. - 1994
377 Robust Regression and Outlier Detection (context) - Rousseeuw, Leroy - 1987
349 Hierarchical model-based motion estimation (context) - Bergen, Anandan et al. - 1992
270 The Ecological Approach to Visual Perception (context) - Gibson - 1979
257 A computational framework and an algorithm for the measureme.. (context) - Anandan - 1989
224 Representing moving images with layers - Wang, Adelson - 1994
223 Face recognition using eigenfaces (context) - Turk, Pentland - 1991
205 Mixture Models: Inference and Applications to Clustering (context) - McLachlan, Basford - 1988
197 Robust Statistics: The Approach Based on Influence Functions (context) - Hampel, Ronchetti et al. - 1986
193 EigenTracking: Robust matching and tracking of articulated o.. - Black, Jepson - 1998
192 The robust estimation of multiple motions: Parametric and pi.. (context) - Black, Anandan - 1996
153 Computation of component image velocity from local phase inf.. (context) - Fleet, Jepson - 1990
111 Layered representation of motion video using robust maximum-.. - Ayer, Sawhney - 1995
91 Mixture models for optical flow computation - Jepson, Black - 1993
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