Supervised clustering-algorithm-based visual information features classification

Yuan Yuan; Nenghai Yu; Xuelong Li; Dacheng Tao; Zhengkai Liu

doi:10.1117/12.477206

31 July 2002 Supervised clustering-algorithm-based visual information features classification

Yuan Yuan, Nenghai Yu, Xuelong Li, Dacheng Tao, Zhengkai Liu

Proceedings Volume 4875, Second International Conference on Image and Graphics; (2002) https://doi.org/10.1117/12.477206
Event: Second International Conference on Image and Graphics, 2002, Hefei, China

Abstract

An intelligent image-indexing algorithm is proposed in this paper. It based on knowledge extracted from some simple single low-level image features. Two independent large image databases are built with more than 12000 images for training and test, and the experimental results show it work efficiently for high dimension database indexing. The running time is shorter than other algorithms proposed for the same purpose, and the algorithm performs even better for some certain semantic image classifications.

Citation Download Citation

Yuan Yuan, Nenghai Yu, Xuelong Li, Dacheng Tao, and Zhengkai Liu "Supervised clustering-algorithm-based visual information features classification", Proc. SPIE 4875, Second International Conference on Image and Graphics, (31 July 2002); https://doi.org/10.1117/12.477206

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