Real-time background modeling based on a multi-level texture description

NCUIR > Engineering College > Departmant of Mechanical Engineering > journal & Dissertation > Item 987654321/109029

Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/109029

Title:	Real-time background modeling based on a multi-level texture description
Authors:	林智揚;Yeh, Chia-Hung;Lin, Chih-Yang;Muchtar, Kahlil;Kang, Li-Wei
Contributors:	工學院機械工程學系
Keywords:	Background modeling;Gaussian mixture modeling;Motion detection
Date:	2014-06-10
Issue Date:	2026-04-23 15:24:04 (UTC+8)
Publisher:	Elsevier Inc.;Elsevier Inc
Abstract:	摘要： •The proposed background modeling can tolerate illumination changes and shadows.•The proposed multilevel texture description can model the background more accurate.•The proposed method is suitable for real-time applications with desired detection results. Background construction is the base of object detection and tracking of machine vision systems. Traditional background modeling methods often require complicated computations and are sensitive to illumination changes. This paper proposes a novel block-based background modeling method based on a hierarchical coarse-to-fine texture description, which fully utilizes the texture characteristics of each incoming frame. The proposed method is efficient and can resist both illumination changes and shadow disturbance. The experimental results show that this method is suitable for real-world scenes and real-time applications. 出版者： Elsevier Inc 出版日期： 2014-06-10 出處： Information sciences, 2014-06, Vol.269, p.106-127 資源來源： ScienceDirect (Elsevier) Journals 版權： 2013 Elsevier Inc. 識別號： ISSN: 0020-0255 識別號： EISSN: 1872-6291 識別號： DOI: 10.1016/j.ins.2013.08.014
Appears in Collections:	[Departmant of Mechanical Engineering ] journal & Dissertation

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