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Belief propagation for stereo analysis of night-vision sequences

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (2009) 5414 LNCS 932-943
DOI: 10.1007/978-3-540-92957-4_81
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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.

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Guan, S., Klette, R., & Woo, Y. W. (2009). Belief propagation for stereo analysis of night-vision sequences. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5414 LNCS, pp. 932–943). https://doi.org/10.1007/978-3-540-92957-4_81

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