GPU implementation of belief propagation using CUDA for cloud tracking and reconstruction

2008 IAPR Workshop on Pattern Recognition in Remote Sensing, PRRS 2008

Volumn , Issue , 2008, Pages

  Scott, Grauer Gray ^a   Kambhamettu, Chandra ^a   Palaniappan, Kannappan ^b  

^a University of Delaware   (United States)

^b University of Missouri   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BELIEF PROPAGATION; BELIEF PROPAGATION ALGORITHMS; CLOUD STRUCTURES; CLOUD TRACKING; GPU IMPLEMENTATIONS; LOSS OF ACCURACIES; MOTION TRACKING; SATELLITE IMAGES; SPEED-UP; STEREO IMAGE PROCESSING;

IMAGE PROCESSING; REMOTE SENSING;

PATTERN RECOGNITION;

EID: 63849228814     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PRRS.2008.4783169     Document Type: Conference Paper

References (5)

1. NVIDIA Corporation: NVIDIA CUDA compute unified device architecture programming guide. NVIDIA Corporation, Jan 2007.
2. A. Brunton, C. Shu, and G. Roth. Belief propagation on the GPU for stereo vision. In Proc. 3rd Canadian Conf. Computer and Robot Vision, page 76, 2006.
3. P. Felzenszwalb and D. Huttenlocher. Efficient belief propagation for early vision. In IEEE Int. Conf. Computer Vision and Pattern Recognition (CVPR'04), pages 261-268, 2004.
4. Y. Tseng, N. Chang, and T. Chang. Low memory cost block-based belief propagation for stereo correspondence. In IEEE Int. Conf. Multimedia and Expo, pages 1415-1418, 2007.
5. Q. Yang, L. Wang, R. Yang, S. Wang, M. Liao, and D. Nist'er. Real-time global stereo matching using hierarchical belief propagation. In British Machine Vision Conf., pages 989-998, 2006.