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Visual Object Tracking using Adaptive Correlation Filters

Visual Object Tracking using Adaptive Correlation FiltersDavid S. Bolme J. Ross Beveridge Bruce A. Draper Yui Man LuiComputer Science DepartmentColorado State UniversityFort Collins, CO 80521, not commonly used, Correlation Filters can trackcomplex objects through rotations, occlusions and otherdistractions at over 20 times the rate of current state-of-the-art techniques. The oldest and simplest correlationfilters use simple templates and generally fail when ap-plied to Tracking . More modern approaches such as ASEFand UMACE perform better, but their training needs arepoorly suited to Tracking .

Visual Object Tracking using Adaptive Correlation Filters David S. Bolme J. Ross Beveridge Bruce A. Draper Yui Man Lui Computer Science Department Colorado State University Fort Collins, CO 80521, USA bolme@cs.colostate.edu Abstract Althoughnotcommonlyused, correlationfilterscantrack complex objects through rotations, occlusions and other

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