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A scenes recognition method based on image complexity
Song, Qinghuan1,2; Chen, Zhongbi1; Sun, Shaohua3; Hu, Jinlong1,2; Cheng, Hua1,2
Volume9282
Pages928221
2014
Language英语
ISSN0277786X
DOI10.1117/12.2069491
Indexed ByEi
Subtype会议论文
AbstractDuring the image processing, in order to solve the problem of target automatic extraction and tracking under multiple scenarios, we present a method of image complexity description, in this paper. Based on the global features about the appearance of gray level, the appearance of target and the randomness of image texture, this method describe the image complexity using the information entropy, the edge entropy and the texture entropy. The experiments show that this method could measure image complexity qualitatively. The complexity given by this method is according with the difficulty of the work to extract and track the target. © 2014 SPIE.; During the image processing, in order to solve the problem of target automatic extraction and tracking under multiple scenarios, we present a method of image complexity description, in this paper. Based on the global features about the appearance of gray level, the appearance of target and the randomness of image texture, this method describe the image complexity using the information entropy, the edge entropy and the texture entropy. The experiments show that this method could measure image complexity qualitatively. The complexity given by this method is according with the difficulty of the work to extract and track the target. © 2014 SPIE.
Conference NameProceedings of SPIE: 7th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optical Test and Measurement Technology and Equipment
Conference Date2014
Citation statistics
Document Type会议论文
Identifierhttp://ir.ioe.ac.cn/handle/181551/7703
Collection光电探测与信号处理研究室(五室)
Corresponding AuthorSong, Qinghuan
Affiliation1. Institute of Optics and Electronics, Chinese Academy of Sciences, Chengdu, Sichuan, China
2. University of Chinese Academy of Sciences, Beijing, China
3. Kunming Boating Equipment Test and Research Center, Kunming, Yunnan, China
Recommended Citation
GB/T 7714
Song, Qinghuan,Chen, Zhongbi,Sun, Shaohua,et al. A scenes recognition method based on image complexity[C],2014:928221.
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