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Abstract: For many years, vehicle tracking in tra#c images has su#ered from the problems of occlusions and sudden variations in illumination. In order to resolve these occlusion problems, we have been proposing the Spatio-Temporal Markov Random Field model(S-T MRF) for segmentation of spatio-temporal images. This S-T MRF optimizes the segmentation boundaries of occluded vehicles and their motion vectors simultaneously, by referring to textures and segment labeling correlations along the temporal axis, as ... (Update)
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BibTeX entry: (Update)
M. S.Kamijo. "illumination invariant and occlusion robust vehicle tracking by spatio-temporal mrf model. In Proc. 9th World Congress on ITS, 2002. http://citeseer.ist.psu.edu/kamijo02illumination.html More
@misc{ kamijo02illumination,
author = "M. Kamijo",
title = "illumination invariant and occlusion robust vehicle tracking by spatio-temporal
mrf model",
text = "M. S.Kamijo. illumination invariant and occlusion robust vehicle tracking
by spatio-temporal mrf model. In Proc. 9th World Congress on ITS, 2002.",
year = "2002",
url = "citeseer.ist.psu.edu/kamijo02illumination.html" }
Citations (may not include all citations):1386 Snakes: Active contour models (context) - Kass, Witkin et al. - 1988
548 Stochastic Relaxation, Gibbs Distribution, and the Bayesian .. (context) - Geman, Geman - 1984
33 Markov random field models for unsupervised segmentation of .. (context) - Panjwani, Healey - 1995 ACM DBLP
19 Robust Tracking of Position and Velocity With Kalman Snakes (context) - Peterfreund - 1999 ACM DBLP
11 Interactive Model-Based Vehicle Tracking (context) - Gardner, Lawton - 1996 ACM DBLP
8 Texture Modeling by Multiple Pairwise Pixel Interactions (context) - Gimel'farb - 1996 ACM DBLP
6 Tra#c Monitoring and Accident Detection at Intersections (context) - Kamijo, Matsushita et al. - 2000
5 Occlusion Robust Vehicle Tracking utilizing Spatio-Temporal .. (context) - Kamijo, Matsushita et al. - 2000
4 Unsupervised Image Segmentation Using Markov Random Field Mo.. - Barker, Rayner - 1997 ACM DBLP
3 Stereo by Integration of Two Algorithms with/without Occlusi.. (context) - Sugaya, Ohta - 2000 ACM DBLP
3 Vehicle Tracking in Low-angle and Front-View Images based on.. - Kamijo, Ikeuchi et al. - 2001
3 Unsupervised Segmentation of Markov Radom Field Modeled Text.. (context) - Andrey, Tarroux - 1998
2 Highlight and Shading Invariant Color Image Segmentation (context) - Fieguth, Wesolkowski
1 Automatic Di#erentiation Facilitates OFIntegration into Stee.. (context) - Leuck, Nagel
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