Image recognition based on invariant moment in the projection space

Jun Hong Li, Quan Pan, Pei Ling Cui, Hong Cai Zhang, Yong Mei Cheng

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

This paper proposes a projection-based invariant moment for image recognition. A set of features invariant to image translation and scaling are obtained in the' 1-D projection space. For getting rotational invariance, Rapid transform is employed. After obtaining the invariant feature vector, threshold analysis is used for feature data optimization, and principle component analysis (PCA) is applied for feature data length compression. Experimental results show the superiority of our method over Hu and other invariant moments.

源语言英语
主期刊名Proceedings of 2004 International Conference on Machine Learning and Cybernetics
3606-3610
页数5
出版状态已出版 - 2004
活动Proceedings of 2004 International Conference on Machine Learning and Cybernetics - Shanghai, 中国
期限: 26 8月 200429 8月 2004

出版系列

姓名Proceedings of 2004 International Conference on Machine Learning and Cybernetics
6

会议

会议Proceedings of 2004 International Conference on Machine Learning and Cybernetics
国家/地区中国
Shanghai
时期26/08/0429/08/04

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