Motion detection using periodic background estimation subtraction method

S. T.Syed Shazali, W. L. Cheong, S. Mohamaddan, A. M.N.Abg Kamaruddin, A. Yassin, K. Case

研究成果: Conference contribution

3 被引用数 (Scopus)

抄録

This paper proposed a motion detection system using periodic background estimation subtraction method for outdoor illumination condition using MATLAB. The proposed method is robust to illumination change effect, change in background and noise. The method basically used background subtraction. The background image is estimated at every 0.8 second when the sum of absolute difference (SAD) is less than the motion threshold. The input image is luminance normalize before background subtraction. The results were converted into binary image by autothreshold and enhanced the results with dilation and erosion. Blobs were created for each motion objects. Experiment results of using background image estimated by periodic background estimation demonstrate their robustness and effectiveness in background subtraction for real world scene.

本文言語English
ホスト出版物のタイトル2011 7th International Conference on Information Technology in Asia
ホスト出版物のサブタイトルEmerging Convergences and Singularity of Forms - Proceedings of CITA'11
DOI
出版ステータスPublished - 2011
外部発表はい
イベント2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms, CITA'11 - Kuching, Sarawak, Malaysia
継続期間: 2011 7 122011 7 14

出版物シリーズ

名前2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms - Proceedings of CITA'11

Conference

Conference2011 7th International Conference on Information Technology in Asia: Emerging Convergences and Singularity of Forms, CITA'11
国/地域Malaysia
CityKuching, Sarawak
Period11/7/1211/7/14

ASJC Scopus subject areas

  • コンピュータ ネットワークおよび通信
  • 情報システム

フィンガープリント

「Motion detection using periodic background estimation subtraction method」の研究トピックを掘り下げます。これらがまとまってユニークなフィンガープリントを構成します。

引用スタイル