Li Hongyan, Wu Chengke. TRACKING DIM POINT-SOURCE TARGET IN IMAGE SEQUENCES WITH GENETIC ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(4): 536-542.
Citation:
Li Hongyan, Wu Chengke. TRACKING DIM POINT-SOURCE TARGET IN IMAGE SEQUENCES WITH GENETIC ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(4): 536-542.
Li Hongyan, Wu Chengke. TRACKING DIM POINT-SOURCE TARGET IN IMAGE SEQUENCES WITH GENETIC ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(4): 536-542.
Citation:
Li Hongyan, Wu Chengke. TRACKING DIM POINT-SOURCE TARGET IN IMAGE SEQUENCES WITH GENETIC ALGORITHM[J]. Journal of Electronics & Information Technology, 2000, 22(4): 536-542.
A fast algorithm is proposed for tracking low observable point-source targets of unknown position and velocity in a digital image sequence.It combines genetic algorithms and multistage hypothesis tracking method.The simulation results show that it can detect and track targets computational efficiently with SNR2.According to the difficulties of tracking point source targets with low SNR,coding and genetic operation are designed for this problem.Eligible points retaining as a new genetic operation is proposed here.
Reed I S,Gagliardi R M,Stotts L B.Optical moving target detection with 3-D matched filtering IEEE Trans.on AES,1988,AES-24(1):327-336.[2]Blostein S D,Richardson H S.A sequential detection approach to target tracking.IEEE Trans. On AES,1994,AES-30(1):197-211.[3]Bar-Shalom Y.Multitarget Multisensor Tracking:Advanced Applications.MA:Artech House,1990,151-211.[4]陈国良,等.遗传算法及其应用.北京:人民邮电出版社,1996,第2章.