Background Subtraction with Multispectral Images Using Codebook Algorithm

被引：4
|
作者：
Liu, Rongrong [1 ]
Ruichek, Yassine [1 ]
El Bagdouri, Mohammed [1 ]
机构：
[1] Univ Bourgogne Franche Comte, UTBM, CNRS, LE2i FRE2005,Arts & Metiers, F-90010 Belfort, France
来源：
ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS (ACIVS 2017) | 2017年 / 10617卷
关键词：
Background subtraction; Multispectral images; Codebook; Moving object detection;
D O I：
10.1007/978-3-319-70353-4_49
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Detecting moving objects from a video sequence based on conventional images have reached a significant level of maturity with some practical success. However, their performance may degrade under illumination changes. To solve this, the advantages of using multispectral images for background subtraction is investigated and tested over several multispectral videos using codebook algorithm in this paper. Experimental results show that multispectral images represent a viable better alternative to conventional images in the search of robust detection and motion analysis of moving objects.
引用
收藏
页码：581 / 590
页数：10
相关论文
共 50 条
  • [41] Background Subtraction Using Edge Cues and Color Difference for Stabilized CMOS Images
    Bae, Juhan
    Hwang, Youngbae
    Choi, Byeongho
    2013 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2013, : 165 - 166
  • [42] Efficient background subtraction for thermal images using reflectional symmetry pattern (RSP)
    Jeyabharathi, D.
    Dejey
    MULTIMEDIA TOOLS AND APPLICATIONS, 2018, 77 (17) : 22567 - 22586
  • [43] Efficient background subtraction for thermal images using reflectional symmetry pattern (RSP)
    D. Jeyabharathi
    Multimedia Tools and Applications, 2018, 77 : 22567 - 22586
  • [44] Multi-Scale Multi-Feature Codebook-Based Background Subtraction
    Zaharescu, Andrei
    Jamieson, Michael
    2011 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCV WORKSHOPS), 2011,
  • [45] A Self-adaptive CodeBook (SACB) model for real-time background subtraction
    Shah, Munir
    Deng, Jeremiah D.
    Woodford, Brendon J.
    IMAGE AND VISION COMPUTING, 2015, 38 : 52 - 64
  • [46] Video background subtraction algorithm for a moving camera
    Li, Jinjiang
    Guo, Jie
    Fan, Hui
    International Journal of Multimedia and Ubiquitous Engineering, 2015, 10 (08): : 83 - 96
  • [47] AN IMPROVED BACKGROUND SUBTRACTION ALGORITHM AND CONCURRENT IMPLEMENTATIONS
    Silveira, Cesar L. B.
    Geraldo H. Cavalheiro, Gerson
    Jung, Claudio R.
    Jacques, Julio C. S., Jr.
    Musse, Soraia R.
    PARALLEL PROCESSING LETTERS, 2010, 20 (01) : 71 - 89
  • [48] Implementation of Background Subtraction Algorithm for Motion Detection
    Catherine
    2013 INTERNATIONAL CONFERENCE ON NEW MEDIA STUDIES (CONMEDIA), 2013,
  • [49] Adaptive Fast Gaussian Background Subtraction Algorithm
    Zhang, Fan
    Yang, Lei
    Zhang, Guangwen
    PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 766 - 771
  • [50] A Shadow Removal Approach for a Background Subtraction Algorithm
    Barbuzza, Rosana
    Dominguez, Leonardo
    Perez, Alejandro
    Fernandez Esteberena, Leonardo
    Rubiales, Aldo
    D'amato, Juan P.
    COMPUTER SCIENCE (CACIC 2017), 2018, 790 : 101 - 110
12345