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The target decision is done with such a confidence value and target initiation is done through the temporal accumulation of the confidence. The probability of the target existence for each feature is created in the region of influence depending on the reliability and the strength of the feature. By virtue of the analogic parallel processing structure of the CNN\u2010UM (Roska T, Chua LO. The CNN universal machine: an analogic array computer. IEEE Trans. Circuits Systems II 1993;CAS\u201040<\/jats:bold>: 163\u2013173), real time tracking can be achieved with presently available technologies with the speed of several kilo\u2010frames per second. Due to the utilization of multiple features of target, robust target detection is possible via the proposed algorithm. On\u2010chip experiments of the proposed target\u2010tracking algorithm have been done and properties of the proposed approach are disclosed through the various experiments. Copyright \u00a9 2003 John Wiley & Sons, Ltd.<\/jats:p>","DOI":"10.1002\/cta.235","type":"journal-article","created":{"date-parts":[[2003,7,4]],"date-time":"2003-07-04T10:03:45Z","timestamp":1057313025000},"page":"329-346","source":"Crossref","is-referenced-by-count":7,"title":["Automatic detection and tracking of moving image target with CNN\u2010UM via target probability fusion of multiple features"],"prefix":"10.1002","volume":"31","author":[{"given":"Hyongsuk","family":"Kim","sequence":"first","affiliation":[]},{"given":"T\u00e1mas","family":"Roska","sequence":"additional","affiliation":[]},{"given":"Leon O.","family":"Chua","sequence":"additional","affiliation":[]},{"given":"Frank","family":"Werblin","sequence":"additional","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2003,7,2]]},"reference":[{"key":"e_1_2_1_2_2","doi-asserted-by":"publisher","DOI":"10.1109\/34.368171"},{"key":"e_1_2_1_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/s001380050145"},{"key":"e_1_2_1_4_2","first-page":"401","article-title":"Motion estimation and image difference for multi\u2010object tracking","volume":"4","author":"Oron E","year":"1998","journal-title":"IEEE Aerospace Conference"},{"key":"e_1_2_1_5_2","unstructured":"ZhebinQ XiaohongL Jie\u2010guL.A real\u2010time system for detecting moving point target in low SNR image sequences. 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