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Volume 33 Issue 04
Apr.  2007
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Journal of Beijing University of Aeronautics and Astronautics  > 2007  >  33(04): 440-444.
Chai Yanju, Ou Jikun, Yuan Yunbin, et al. On-the-fly ambiguity resolution by restricting coordinates predicted by Doppler[J]. Journal of Beijing University of Aeronautics and Astronautics, 2008, 34(01): 88-91. (in Chinese)
Citation: Zheng Hong, Cao Qiong, Han Yuet al. Investigation of cloud detecting for satellite images based on immune coding principle[J]. Journal of Beijing University of Aeronautics and Astronautics, 2007, 33(04): 440-444. (in Chinese)
shu

Investigation of cloud detecting for satellite images based on immune coding principle

  • School of Automation Science and Electrical Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100083, China

  • Received Date: 09 May 2006
  • Publish Date: 30 Apr 2007
    Abstract
  • To utilize the texture diversity of clouds and land in remotely sensed images, a novel describing method for image targets identification with complex background was proposed. The properties and classification of object image describing immune primitives was computed by the correlation between antibody property and the specificity of amino acid residues. The affinity formula of the training image-s immune primitives was presented by statistical analysis, which bears an analogy with the lowest amino acids combinative energy according to the biological immune antibody coding principle, to achieve the finite dimension object image features- optimize combination. Furthermore, The methodology was employed in the cloud contamination area detection. The cloud antibody has been configured and the cloud antibody has been tested on 200 images and more than 97% of results were correct, which proofed the validity of immune describing method for object image recognition in complex background.

     

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    • References(1)
  • [1] Reynolds D W. A Bi-spectral method for cloud parameter determination[J]. Monthly Weather Rev, 1977, 105(4):446-457 [2] Sarkar N. An efficient approach to esti-mate fractal dimension of texture images[J]. Pattern Recognition, 1992, 25(9):1035-1041 [3] 陈伟. 基于气象卫星分形纹理的云雾分离研究[J]. 自然灾害学报, 2003, 12(2):133-139 Chen Wei. Recognition of fog and cloud in meteorological satellite image based on fractal texture structure analysis[J]. Journal of Natural Disasters, 2003, 12(2):133-139(in Chinese) [4] 冯建文, 顾行发. CBERS-02 卫星图像薄云的去除方法研究[J]. 中国科学E, 2005, 35(增刊I):89-96 Feng Jianwen, Gu Hangfa. Research on removing light cloud cover from CBERS-02 satellite image[J]. Science in China Series E, 2005, 35(Supplement I):89-96 (in Chinese) [5] 金伯泉.细胞与分子免疫学[M].北京:科学出版社,2001:96-98 Jin Boquan. Cellular and molecular immunology[M]. Beijing:Science Press, 2001:96-98(in Chinese) [6] Hugues Bersini. The immune and the chemical crossover[J]. IEEE Transaction on Evolutionary Computation, 2002, 16(3):306-312 [7] Milan Sonak, Vaclav Hlavac. Image processing, analysis and machine vision[M]. Florence:Thomson Learning, 1999:654-664
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