首页    期刊浏览 2024年12月04日 星期三
登录注册

文章基本信息

  • 标题:Detection and Crowd Counting System Based on Fuzzy Color Histogram Features
  • 本地全文:下载
  • 作者:Geeta L. Makhija ; Dr. R. D. Raut ; Dr. V. M. Thakare
  • 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
国家哲学社会科学文献中心版权所有