An artificial immune approach for urban texture analysis

Hong Zheng

doi:10.1117/12.571766

8 February 2005 An artificial immune approach for urban texture analysis

Hong Zheng

Proceedings Volume 5637, Electronic Imaging and Multimedia Technology IV; (2005) https://doi.org/10.1117/12.571766
Event: Photonics Asia, 2004, Beijing, China

Abstract

This paper presents a novel approach for urban texture analysis. The approach applies the artificial immune theory in learning the texture filters for urban texture classifications. In this paper, urban textures are regarded as non-self, and non-urban textures are regarded as self. Texture filters are regarded as antibodies. The clonal selection algorithm is employed to evolve antibodies. Experimental results of urban texture analysis on aerial images are presented to illustrate the feasibility of the proposed method.

Citation Download Citation

Hong Zheng "An artificial immune approach for urban texture analysis", Proc. SPIE 5637, Electronic Imaging and Multimedia Technology IV, (8 February 2005); https://doi.org/10.1117/12.571766

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