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- W2163400771 abstract "We describe a part-based object-recognition framework, specialized to mining complex 3D objects from detailed 3D images. Objects are modeled as a collection of parts together with a pairwise potential function. An efficient inference algorithm - based on belief propagation (BP) -finds the optimal layout of parts, given some input image. We introduce AggBP, a message aggregation scheme for BP, in which groups of messages are approximated as a single message. For objects consisting of N parts, we reduce CPU time and memory requirements from O(N <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>2</sup> ) to O(N). We apply AggBP on synthetic data as well as a real-world task identifying protein fragments in three-dimensional images. These experiments show that our improvements result in minimal loss in accuracy in significantly less time." @default.
- W2163400771 created "2016-06-24" @default.
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- W2163400771 date "2006-12-01" @default.
- W2163400771 modified "2023-10-16" @default.
- W2163400771 title "Belief Propagation in Large, Highly Connected Graphs for 3D Part-Based Object Recognition" @default.
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- W2163400771 doi "https://doi.org/10.1109/icdm.2006.26" @default.
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