IEEE - Institute of Electrical and Electronics Engineers, Inc. - Image Segmentation Based on GBP Algorithm

2010 International Conference on Electrical and Control Engineering (ICECE)

Author(s): Xu Sheng-jun ; Zhang Xi
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Wuhan, China, China
Conference Date: 25 June 2010
Page(s): 1,158 - 1,161
ISBN (CD): 978-0-7695-4031-3
ISBN (Electronic): 978-1-4244-6881-2
ISBN (Paper): 978-1-4244-6880-5
DOI: 10.1109/iCECE.2010.289
Regular:

Belief propagation (BP) algorithm is an efficient way for image segmentation based on graphical models. However BP fails to converge when the graph has cycles. Generalized belief propagation (GBP)... View More

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