Number of the records: 1

Range Video Segmentation

SYSNO ASEP	0343251
Document Type	C - Proceedings Paper (int. conf.)
R&D Document Type	Conference Paper
Title	Range Video Segmentation
Author(s)	Haindl, Michal (UTIA-B)_{RID, ORCID} Žid, Pavel (UTIA-B)_{RID, ORCID} Holub, Radek (UTIA-B)
Source Title	10th International Conference on Information Sciences, Signal Processing and their Applications. - Los Alamitos : IEEE, 2010 - ISBN 978-1-4244-7166-9
Pages	s. 369-372
Number of pages	4 s.
Publication form	www - www
Action	10th International Conference on Information Sciences, Signal Processing and their Applications
Event date	10.05.2010-13.05.2010
VEvent location	Kuala Lumpur
Country	MY - Malaysia
Event type	WRD
Language	eng - English
Country	US - United States
Keywords	Range segmentation ; Markov random fields
Subject RIV	BD - Theory of Information
R&D Projects	1M0572 GA MŠMT - Ministry of Education, Youth and Sports (MEYS)
	GA102/08/0593 GA ČR - Czech Science Foundation (CSF)
CEZ	AV0Z10750506 - UTIA-B (2005-2011)
Annotation	An unsupervised range video segmentation method based on a spatial probabilistic model for intended vehicle-based safety and warning system applications is introduced. Statistical range data discontinuities are represented by a wide-sense Markov model which guides the subsequent line-based region growing process. Single frame segmentations are mutually corrected using the continuity constraint. The resulting segmentation allows tracking moving objects and estimating their distance and velocity. The method is illustrated on synthetic range video data.
Workplace	Institute of Information Theory and Automation
Contact	Markéta Votavová, votavova@utia.cas.cz, Tel.: 266 052 201.
Year of Publishing	2011

Number of the records: 1