A Small IR Target Detection and Tracking Algorithm Based on Morphological and Genetic-particle Filter

WANG Ling-ling; XIN Yun-hong

doi:10.3788/gzxb20134207.0849

[1] CHI Jian-nan, FU Ping, WANG Dong-shu, et al. A detection method of infrared image small target based on order morphology transformation and image entropy difference［C］. Proceedings of 2005 International Conference on Machine Learning and Cybernetics, 18-21 Aug. 2005, 8: 5111-5116.

[2] BAI Xiang-zhi, ZHOU Fu-gen. Infrared small target enhancement and detection based on modified top-hat transformations［J］. Computers & Electrical Engineering, 2010, 36(6): 1193-1201.

[3] DENG He, LIU Jian-guo. Infrared small target detection based on the self-information map［J］. Infrared Physics & Technology, 2011, 54(2): 100-107.

[4] LUO Jun-hui, JI Hong-bing, LIU Jin. Algorithm of ir small targets detection based on spatial filter and its application［J］. Journal of Infrared and Millimeter Waves, 2007, 26(3): 209-212.

[5] JIAO Jian-bin, YANG Shu, LIU Feng. Small infrared target detection based on artificial neural network［J］. Control Engineering of China, 2010, 17(5): 611-613.

[6] WU Yi-quan, YIN Dan-yan, JI Shou-xin. Detection of small infrared target based on dual-tree complex wavelet transform and SVR［J］. Chinese Journal of Scientific Instrument, 2010, 31(8): 1834-1839.

[7] BAI Xiang-zhi, ZHOU Fu-gen, XUE Bin-dang. Infrared image enhancement through contrast enhancement by using multiscale new top-hat transform［J］. Infrared Physics & Technology, 2011, 54(2): 61-69.

[8] WANG Zhi-le, HOU Qing-yu, HAO Ling. Improved infrared target-tracking algorithm based on mean shift［J］. Applied Optics, 2012, 51(21): 5051-5059.

[9] GAO Cai-cai, CHEN Wei. Ground moving target tracking with vs-imm using mean shift unscented particle filter［J］. Chinese Journal of Aeronautics, 2011, 24(5): 622-630.

[10] HOU Qing-yu, ZHANG Wei, WU Chun-feng, et al. Improved mean-shift based IR target tracking algorithm［J］. Optics and Precision Engineering, 2010, 18(3): 764-770.

[11] MOTAI Y, JHA S K, KRUSE D. Human tracking from a mobile agent: optical flow and Kalman filter arbitration［J］. Signal Processing: Image Communication, 2012, 27(1): 83-95.

[12] JULIER S J, UHLMANN J K. Unscented filtering and nonlinear estimation［J］. Proceedings of the IEEE, 2004, 92(3): 401-422.

[13] MAZINAN A H, AMIR-LATIFI A. Applying mean shift, motion information and Kalman filtering approaches to object tracking ［J］. ISA Transactions, 2012, 51(3): 485-497.

[14] YIN S, NA J H, CHOI J Y, et al. Hierarchical Kalman-particle filter with adaptation to motion changes for object tracking［J］. Computer Vision and Image Understanding, 2011, 115(6): 885-900.

[15] CAO Bei, MA Cai-wen, LIU Zhen-tao. Particle filter with fine resampling for bearings-only tracking［C］. 2012 International Workshop on Information and Electronics Ingineering, 2012, 29: 3685-3690.

[16] BAI Xiang-zhi, ZHOU Fu-gen. Analysis of different modified top-hat transformations based on structuring element construction［J］. Signal Processing, 2010, 90(11): 2999-3003.

[17] HAN Hua, DING Yong-sheng, HAO Kuang-rong, et al. An evolutionary particle filter with the immune genetic algorithm for intelligent video target tracking［J］. Computers & Mathematics with Applications, 2011, 62(7): 2685-2695.

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