期刊名称:International Journal of Electronics, Communication and Soft Computing Science and Engineering
印刷版ISSN:2277-9477
出版年度:2015
卷号:4
期号:Special 1
出版社:IJECSCSE
摘要:This paper proposes an efficient motion detection andcrowd counting system based on background subtraction usingdynamic threshold and fuzzy logic. Here two methods are usedeffectively for object detection followed by people counting. Indynamic threshold based object counting, morphological processand filtering are used effectively for unwanted pixel removal fromthe background. Along with this dynamic threshold, abackground subtraction algorithm is introduced for temporallydynamic texture scenes using a clustering-based feature, calledfuzzy color histogram (FCH), which has an ability of greatlyattenuating color variations generated by background motionswhile still highlighting moving objects for efficient peoplecounting.
关键词:Device Free passive; Dynamic Threshold;Optimization; fuzzy color histogram; RGB histogram