Statistical Object Recognition

Two formulations of model-based object recognition are described. MAP Model Matching evaluates joint hypotheses of match and pose, while Posterior Marginal Pose Estimation evaluates the pose only. Local search in pose space is carried out with the Expectation--Maximization (EM) algorithm. Rec...

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Bibliographic Details
Main Author: Wells, William M. III
Language:en_US
Published: 2004
Online Access:http://hdl.handle.net/1721.1/7046