A Note on Shape Matching using a Constructive Relaxation Method
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چکیده
This paper discusses a novel approach for image shape matching to a set of premodelled templates, named as Constructive Relaxation Matching (CRM). In CRM, the modeling stage for a novel input image, conventionally done in the same procedure used for the template modeling, will be included in the procedure of iterative relaxation. Upon dynamically constructing the model during relaxation, objects having similar template label assignment probabilities will be unified to make one object. The unification of objects develops from Model Switching maneuvers that have proved to be an efficient method of model selection and parameter determination in training layered neural networks.
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تاریخ انتشار 2002