Background generation based on modified K-means clustering algorithm
Jiaxin Zhou · Jisuanji gongcheng yu sheji · 2007
Background generation is an important and basic step in moving objects detection.The analysis of the principle and imper- fection of general methods for stationary background generation is tried.A novel approach to background generation based on modified K-means is proposed.A concept-dynamic-three-dimension-group(DTDG)and pixel modelled using three dynamic-three-dimension- groups are issued out.The method gets the generation of background.The experiment demonstrate the effectiveness of the method.