Recognition of 3D objects with curved surfaces based on the cross entropy between shape histograms

Dong-O Kim; Rae-Hong Park

doi:10.1117/12.386614

30 May 2000 Recognition of 3D objects with curved surfaces based on the cross entropy between shape histograms

Dong-O Kim, Rae-Hong Park

Proceedings Volume 4067, Visual Communications and Image Processing 2000; (2000) https://doi.org/10.1117/12.386614
Event: Visual Communications and Image Processing 2000, 2000, Perth, Australia

Abstract

In the real world, many objects consist of curved surfaces, thus recognition of 3D objects with curved surfaces is to be investigated. In this paper, we present the shape histogram based algorithm for recognizing and grouping objects, in which the cross entropy between shape histograms is employed. Computer simulations with various synthetic and real images are presented to show the effectiveness of the proposed algorithm.

Citation Download Citation

Dong-O Kim and Rae-Hong Park "Recognition of 3D objects with curved surfaces based on the cross entropy between shape histograms", Proc. SPIE 4067, Visual Communications and Image Processing 2000, (30 May 2000); https://doi.org/10.1117/12.386614

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