by Guan, S, Klette, R and Woo, YW
Abstract:
This paper studies different specifications of belief propagation for stereo analysis of seven rectified stereo night-vision sequences (provided by Daimler AG). As shown in [4], Sobel preprocessing of images has obvious impacts on improving disparity calculations. This paper considers other options of preprocessing (Canny and Kovesi-Owens edge operators), and concludes with a recommended setting for belief propagation on those sequences. © 2009 Springer Berlin Heidelberg.
Reference:
Belief propagation for stereo analysis of night-vision sequences (Guan, S, Klette, R and Woo, YW), In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), volume 5414 LNCS, 2009.
Bibtex Entry:
@inproceedings{guan2009beliefsequences,
author = "Guan, S and Klette, R and Woo, YW",
booktitle = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "932--943",
title = "Belief propagation for stereo analysis of night-vision sequences",
volume = "5414 LNCS",
year = "2009",
abstract = "This paper studies different specifications of belief propagation for stereo analysis of seven rectified stereo night-vision sequences (provided by Daimler AG). As shown in [4], Sobel preprocessing of images has obvious impacts on improving disparity calculations. This paper considers other options of preprocessing (Canny and Kovesi-Owens edge operators), and concludes with a recommended setting for belief propagation on those sequences. © 2009 Springer Berlin Heidelberg.",
doi = "10.1007/978-3-540-92957-4_81",
issn = "0302-9743",
eissn = "1611-3349",
keyword = "Driver assistance",
keyword = "Motion analysis",
keyword = "Performance evaluation",
keyword = "Real-world sequences",
keyword = "Stereo analysis",
language = "eng",
}