RESEARCH ON THRESHOLD SEGMENTATION ALGORITHM AND ITS APPLICATION ON INFRARED SMALL TARGET DETECTION ALGORITHM

被引:0
|
作者
Zhang Lan-yong [1 ]
Du Yi-xuan [1 ]
Li Bing [1 ]
机构
[1] Harbin Engn Univ, Coll Automat, Harbin, Peoples R China
关键词
Target detection; Otsu Algorithm; Genetic Algorithms; Infrared image;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
For infrared dim target detection, proposed an improved Otsu algorithm, advantages in the search for the optimal solution using genetic algorithms, use class variance between the image pixels as a judgment function, realized the improved algorithm, reached the class variance detection threshold segmentation algorithm improvements. Infrared image processing by real infrared video sampling, the proposed algorithm with traditional the Otsu algorithm simulation comparison, experimental results show that the proposed algorithm guaranteed under the premise of the detection accuracy of the segmentation algorithm, to the improvement of the performance of real-time processing of traditional algorithms, excellent algorithm program with a value of engineering practice.
引用
收藏
页码:678 / 682
页数:5
相关论文
共 50 条
  • [31] An Improved Algorithm for Facet-based Infrared Small Target Detection
    Yi, Kejia
    Deng, Tingquan
    Guan, Jing
    Wang, Gongze
    Chen, Hao
    MIPPR 2011: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS, 2011, 8003
  • [32] A Detection Algorithm of Infrared Dim and Small Target Based on Background Prediction
    Song, Yu
    Zhang, Chun-yan
    2013 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND ARTIFICIAL INTELLIGENCE (ICCSAI 2013), 2013, : 132 - 135
  • [33] Infrared small target detection algorithm based on potential regions proposal
    Wang Shuaihao
    Du Jiangpeng
    Chai Juanfang
    Liu Yiji
    Tang Chengshi
    FIFTH SYMPOSIUM ON NOVEL OPTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATION, 2019, 11023
  • [34] RESEARCH ON SMALL TARGET DETECTION ALGORITHM COMBINING ATTENTION MECHANISM
    Yan, Zitong
    Li, Xu
    Wang, Xinlong
    Yao, Chunlong
    International Journal of Innovative Computing, Information and Control, 2024, 20 (06): : 1789 - 1802
  • [35] Infrared Small Target Detection Algorithm Based on ISTD-CenterNet
    Li, Ning
    Huang, Shucai
    Wei, Daozhi
    CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 77 (03): : 3511 - 3531
  • [36] Detection algorithm of infrared small target based on improved SUSAN operator
    Liu, Xingmiao
    Wang, Shicheng
    Zhao, Jing
    5TH INTERNATIONAL SYMPOSIUM ON ADVANCED OPTICAL MANUFACTURING AND TESTING TECHNOLOGIES: OPTOELECTRONIC MATERIALS AND DEVICES FOR DETECTOR, IMAGER, DISPLAY, AND ENERGY CONVERSION TECHNOLOGY, 2010, 7658
  • [37] An improved algorithm for facet-based infrared small target detection
    Yi, Kejia
    Deng, Tingquan
    Zhang, Tianxu
    Guan, Jing
    Hu, Jing
    JOURNAL OF OPTOELECTRONICS AND ADVANCED MATERIALS, 2012, 14 (3-4): : 298 - 303
  • [38] A novel LBP based algorithm for small target detection in infrared image
    Guo, Tong
    Sun, Xiechang
    Li, Meng
    Xiao, Weidong
    OPTOELECTRONICS AND ADVANCED MATERIALS-RAPID COMMUNICATIONS, 2013, 7 (9-10): : 672 - 675
  • [39] Infrared small target detection algorithm using visual contrast mechanism
    Cai J.
    Huang Y.
    Li P.
    Zhao Z.
    Deng Q.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (11): : 2416 - 2423
  • [40] The research on application of image segmentation upon bi-level threshold algorithm
    Cheng, Y. (cyb2040@163.com), 1600, Advanced Institute of Convergence Information Technology (04):