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题名: Object-recognition with oblique observation directions based on biomimetic pattern recognition
作者: Wang SJ;  Chen X;  Li WJ
出版日期: 2005
会议日期: OCT 13-15, 2005
摘要: In this paper, we propose a new scheme for omnidirectional object-recognition in free space. The proposed scheme divides above problem into several onmidirectional object-recognition with different depression angles. An onmidirectional object-recognition system with oblique observation directions based on a new recognition theory-Biomimetic Pattern Recognition (BPR) is discussed in detail. Based on it, we can get the size of training samples in the onmidirectional object-recognition system in free space. Omnidirection ally cognitive tests were done on various kinds of animal models of rather similar shapes. For the total 8400 tests, the correct recognition rate is 99.89%. The rejection rate is 0.11% and on the condition of zero error rates. Experimental results are presented to show that the proposed approach outperforms three types of SVMs with either a three degree polynomial kernel or a radial basis function kernel.
会议名称: International Conference on Neural Networks and Brain (ICNN&B 2005)
会议文集: Proceedings of the 2005 International Conference on Neural Networks and Brain
专题: 中国科学院半导体研究所(2009年前)_会议论文

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推荐引用方式:
Wang, SJ; Chen, X; Li, WJ .Object-recognition with oblique observation directions based on biomimetic pattern recognition .见:IEEE .Proceedings of the 2005 International Conference on Neural Networks and Brain,345 E 47TH ST, NEW YORK, NY 10017 USA ,2005,Vols 1-3: 1498-1502
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