Background subtraction using shape and colour information

被引：11
|
作者：
Liu, L. Y. [1 ]
Sang, N. [1 ]
Huang, R. [1 ]
机构：
[1] Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, Wuhan 430074, Peoples R China
来源：
ELECTRONICS LETTERS | 2010年 / 46卷 / 01期
基金：
中国国家自然科学基金;
关键词：
D O I：
10.1049/el.2010.2833
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
Conventional background subtraction methods are susceptible to quick illumination changes which often result in a drastic increase of false positives. Presented is a background subtraction method that combines shape and colour information to robustly detect foreground objects in various illumination conditions. Experiments show that the proposed method outperforms conventional approaches.
引用
收藏
页码：41 / 42
页数：2
相关论文
共 50 条
  • [1] Background subtraction using spatiotemporal condition information
    Wang, Bin
    Liu, Yu
    Xu, Wei
    Wang, Wei
    Zhang, Maojun
    [J]. OPTIK, 2014, 125 (03): : 1406 - 1411
  • [2] A New Background Subtraction Method Using Texture and Color Information
    Yuan, Guo-Wu
    Gao, Yun
    Xu, Dan
    Jiang, Mu-Rong
    [J]. ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2012, 6839 : 541 - 548
  • [3] Background Subtraction Based on Mutual Information
    Miguel Gamboa-Aispuro, Jesus
    Aguilar-Ponce, Ruth M.
    Luis Tecpanecatl-Xihuitl, J.
    [J]. 2016 IEEE INTERNATIONAL AUTUMN MEETING ON POWER, ELECTRONICS AND COMPUTING (ROPEC), 2016,
  • [4] A hierarchical approach to robust background subtraction using color and gradient information
    Javed, O
    Shafique, K
    Shah, M
    [J]. IEEE WORKSHOP ON MOTION AND VIDEO COMPUTING (MOTION 2002), PROCEEDINGS, 2002, : 22 - 27
  • [5] Background subtraction via colour coherence under varying illuminations
    Kim, Wonjun
    [J]. ELECTRONICS LETTERS, 2018, 54 (25) : 1431 - 1432
  • [6] A practical adaptive approach for dynamic background subtraction using an invariant colour model and object tracking
    Shoushtarian, B
    Bez, HE
    [J]. PATTERN RECOGNITION LETTERS, 2005, 26 (01) : 5 - 26
  • [7] Colour normalisation based on background information
    Vanrell, M
    Lumbreras, F
    Pujol, A
    Baldrich, R
    Lladós, J
    Villanueva, JJ
    [J]. 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS, 2001, : 874 - 877
  • [8] Background subtraction by modeling pixel and neighborhood information
    Jiang, Shu-Jhen Fan
    Muchtar, Kahlil
    Lin, Chih-Yang
    Kang, Li-Wei
    Yeh, Chia-Hung
    [J]. 2012 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2012,
  • [9] Background Subtraction based on Gaussian Mixture Models using Color and Depth Information
    Song, Young-min
    Noh, SeungJong
    Yu, Jongmin
    Park, Cheon-wi
    Lee, Byung-geun
    [J]. 2014 INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND INFORMATION SCIENCES (ICCAIS 2014), 2014, : 132 - 135
  • [10] Performance Analysis of Spatial Color Information for Object Detection Using Background Subtraction
    Manipriya, S.
    Mala, C.
    Mathew, Samson
    [J]. INTERNATIONAL CONFERENCE ON FUTURE INFORMATION ENGINEERING (FIE 2014), 2014, 10 : 63 - 69
12345