Real-time robust background modeling based on joint color and texture descriptions

Chih Yang Lin*, Chao Chin Chang, Wei Wen Chang, Meng Hui Chen, Li Wei Kang

*此作品的通信作者

研究成果: 書貢獻/報告類型會議論文篇章

6 引文 斯高帕斯(Scopus)

摘要

Background construction is the base of object detection and tracking for the machine vision system. Traditional background modeling methods often require complicated computations and are sensitive to illumination changes and shadow interference. In this paper, we propose a block-based background modeling method, which fully utilizes the color and texture characteristics of each incoming frame. The proposed method is quite efficient and is capable of resisting illumination changes and shadow disturbance. Experimental results show that our method is suitable for real-word scenes and real-time applications.

原文英語
主出版物標題Proceedings - 4th International Conference on Genetic and Evolutionary Computing, ICGEC 2010
頁面622-625
頁數4
DOIs
出版狀態已發佈 - 2010
對外發佈
事件4th International Conference on Genetic and Evolutionary Computing, ICGEC 2010 - Shenzhen, 中国
持續時間: 2010 12月 132010 12月 15

出版系列

名字Proceedings - 4th International Conference on Genetic and Evolutionary Computing, ICGEC 2010

會議

會議4th International Conference on Genetic and Evolutionary Computing, ICGEC 2010
國家/地區中国
城市Shenzhen
期間2010/12/132010/12/15

ASJC Scopus subject areas

  • 計算機理論與數學
  • 理論電腦科學

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