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http://dx.doi.org/10.5391/JKIIS.2003.13.4.381

A Reduction Method of Search Space for Polyhedral Object Recognition  

Lee, Sang-Yong (경남대학교 정보통신공학부)
Publication Information
Journal of the Korean Institute of Intelligent Systems / v.13, no.4, 2003 , pp. 381-385 More about this Journal
Abstract
We suggest a method which reduces the search space of a model-base on multiple-view approach for polyhedral object recognition using the ART-1 neural network. In this approach, the model-base is consisted of extracted features from two-dimensional projections observed at the predetermined viewpoints of a viewing sphere enclosing the object.
Keywords
Search Space; Polyhedral Object Recognition; ART-1; Multiple-view approach;
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1 H. Murase and K. Nayar, "Visual learning and recognition of 3-d objects from appearance," Int. J. of Computer Vision, vol. 14, no. 1, pp. 5-24, 1995.   DOI   ScienceOn
2 Andera Selinger and Randal C. Nelson, "Appearance-Based Object Recognition Using Multiple Views," Proc. IEEE Conf. on CVPR, vol. 1, pp. 905-911. 2001.
3 G. A. Carpenter and S. Grossberg, "A Massively Parallel Architecture for a Self-Organizing Neural Pattern Recognition Machine," Computer Vision, Graphics, and Image Processing, 37, pp. 52-115. 1987.
4 P. Besl and R. Jain, "Three-Dimensional Object Recognition," ACM Computing Surveys, vol. 17, no, 1, pp. 75-145, 1985.   DOI   ScienceOn
5 R. T. Chin and C. R. Dyer, "Model-Based Recognition in Robot Vision," ACM Computing Surveys, vol. 18, no. 1, pp. 67-108, 1986.   DOI   ScienceOn
6 H. Borotschinig, L. Paletta, M. Prantl, and A. Pinz, "Appearance-based active object recognition," Image and Vision Computing, vol.18, pp. 715-727, 2000.   DOI   ScienceOn
7 June Ho Yi and David M. Chelberg, "Model-Based 3D Object Recognition Using Bayesian Indexing," Computer Vision and Image Understanding, vol. 69, no. 1, pp. 87-105, 1998.   DOI   ScienceOn
8 M. Korn and C. Dyer, "3-D Multiple-view Object Representations for Model-Based Object Recognition," Pattern Recognition, vol. 20, no. 1, pp. 91-103, 1987.   DOI   ScienceOn
9 F. Y. Liao, "Multiple-View Approach to 3-D Object Recognition," Ph. D. Dissertation, 1990.
10 R. Horaud, "New Methods for Matching 3-D Objects with Single Perspective Views," IEEE Trans. on Pattern Analysis and Machine Intelligence, vol. PAMI-9, no. 3, pp. 401-412, 1987.   DOI   ScienceOn