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Abstract: We describe a method to segment and depth order motion layers simultaneously in an image sequence. Previous approaches have tended to ignore the depth ordering issue or treat it as a post-processing operation. We argue here that motion estimation and segmentation are crucially dependent on depth order and hence that the latter should form an integral part of any layering scheme. Using an explicit model of boundary ownership allowing simultaneous assignment of motions to regions and... (Update)
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1.8: Integrated Segmentation and Depth Ordering - Of Motion Layers (Correct)
0.9: Motion Segmentation Based on Integrated Region Layering and.. - Tweed, Calway (2000) (Correct)
0.6: Motion Segmentation by Tracking Edge Information over.. - Smith, Drummond, Cipolla (2000) (Correct)
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BibTeX entry: (Update)
@inproceedings{ tweed00integrated,
author = "David Tweed and Andrew Calway",
title = "Integrated Segmentation and Depth Ordering of Motion Layers in Image Sequences",
booktitle = "British Machine Vision Conference",
publisher = "BMVA",
isbn = "1901725138",
pages = "322--331",
year = "2000",
url = "citeseer.ist.psu.edu/tweed00integrated.html" }
Citations (may not include all citations):224 Representing moving images with layers - Wang, Adelson - 1994
192 The robust estimation of multiple motions: parametric and pi.. (context) - Black, Anandan - 1996
74 Scene segmentation from visual motion using global optimizat.. (context) - Murray, Buxton - 1987
29 Combining intensity and motion for incremental segmentation .. - Black - 1992
27 Region-based parametric motion segmentation using color info.. - Altunbasak, Eren et al. - 1998
11 Motion estimation using adaptive correlation and local direc.. - Calway, Kruger et al. - 1998
9 Voronoi seeded colour image segmentation (context) - Sinclair - 1999
7 The 2.1-D Sketch (context) - Nitzberg, Mumford - 1990
5 Motion segmentation and depth ordering based on morphologica.. (context) - Bergen, Meyer - 1998
4 Second-order method for occlusion relationships in motion la.. - Darrell, Fleet
3 Motion segmentation based on integrated region layering and .. - Tweed, Calway - 2000
3 Estimating optical flow fields in segmented images using var.. (context) - Black, Jepson - 1996
3 Edge tracking for motion segmentation and depth ordering - Smith, Drummond et al. - 1998
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