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This paper then describes the defects and potential issues of the traditional Mean Shift algorithm. Finally, we summarize the improvements to the Mean Shift algorithm and some hybrid tracking algorithms that researchers have proposed. The main improvements include scale adaptation, kernel selection, on-line model updating, feature selection and mode optimization, etc. <\/jats:p>","DOI":"10.1142\/s0219467813500125","type":"journal-article","created":{"date-parts":[[2013,8,7]],"date-time":"2013-08-07T05:26:45Z","timestamp":1375853205000},"page":"1350012","source":"Crossref","is-referenced-by-count":7,"title":["RECENT ADVANCE ON MEAN SHIFT TRACKING: A SURVEY"],"prefix":"10.1142","volume":"13","author":[{"given":"LIWEN","family":"HE","sequence":"first","affiliation":[{"name":"Shenzhen Graduate School, Harbin Institute of Technology, Shenzhen 518055, P. R. 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