Background Estimation Based on Fuzzy Model for Thermal Video Surveillance

被引：0
|
作者：
Jeevarajan, M. . K. [1 ]
Kumar, P. Nirmal [1 ]
机构：
[1] Coll Engn, Dept ECE, Madras, Tamil Nadu, India
来源：
FIRST INTERNATIONAL CONFERENCE ON EMERGING TRENDS IN ENGINEERING, TECHNOLOGY AND SCIENCE - ICETETS 2016 | 2016年
关键词：
Background estimation; fuzzy logic; Background extraction;
D O I：
暂无
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：
Background extraction is considered the first and key processing stage in video surveillance systems. This paper proposed an novel fuzzy architecture for background estimation. fuzzy architecture was built based on mamdani based fuzzy model and we used mean ,median and mode values as membership function. Background estimated by using this system is robust to adaptive background, and varying illumination conditions. Our experimental results demonstrate that proposed system is more efficient, robust and accurate than classical approaches.
引用
收藏
页数：5
相关论文
共 50 条
  • [1] Background estimation based people detection and tracking for video surveillance
    Ekinci, M
    Gedikli, E
    COMPUTER AND INFORMATION SCIENCES - ISCIS 2003, 2003, 2869 : 421 - 429
  • [2] A block-based background model for video surveillance
    Deng, Xiaoyu
    Bu, Jiajun
    Yang, Zhi
    Chen, Chun
    Liu, Yi
    2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12, 2008, : 1013 - 1016
  • [3] A FAST BACKGROUND MODEL BASED SURVEILLANCE VIDEO CODING IN HEVC
    Ma, Li
    Qi, Honggang
    Zhu, Siyu
    Ma, Siwei
    2014 IEEE VISUAL COMMUNICATIONS AND IMAGE PROCESSING CONFERENCE, 2014, : 237 - 240
  • [4] A Block-based Background Model for Surveillance Video Coding
    Yin, Liming
    Hu, Ruimin
    Chen, Shihong
    Xiao, Jing
    Hu, Jinhui
    2015 DATA COMPRESSION CONFERENCE (DCC), 2015, : 476 - 476
  • [5] A Fast Perceptual Surveillance Video Coding (PSVC) Based on Background Model-Driven JND Estimation
    Wang, Gang
    Zhou, Mingliang
    Cao, Haiheng
    Fang, Bin
    Wen, Shiting
    Wei, Ran
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2021, 35 (06)
  • [6] A background model initialization algorithm for video surveillance
    Gutchess, D
    Traikovic, M
    Cohen-Solal, E
    Lyons, D
    Jain, AK
    EIGHTH IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOL I, PROCEEDINGS, 2001, : 733 - 740
  • [7] BACKGROUND-FOREGROUND DIVISION BASED SEARCH FOR MOTION ESTIMATION IN SURVEILLANCE VIDEO CODING
    Zhao, Long
    Tian, Yonghong
    Huang, Tiejun
    2014 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), 2014,
  • [8] A video coder using 3-D model based background for video surveillance applications
    Martins, I
    Corte-Real, L
    1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 2, 1998, : 919 - 923
  • [9] Surveillance Video Denoising Based on Background Modeling
    Liu, Yunhai
    Xie, Baolei
    Guo, Heyi
    Quan, Xiaochen
    Yang, Shengtian
    2008 THIRD INTERNATIONAL CONFERENCE ON COMMUNICATIONS AND NETWORKING IN CHINA, VOLS 1-3, 2008, : 1071 - 1075
  • [10] AN EFFICIENT AND ROBUST SEQUENTIAL ALGORITHM FOR BACKGROUND ESTIMATION IN VIDEO SURVEILLANCE
    Reddy, Vikas
    Sanderson, Conrad
    Lovell, Brian C.
    2009 16TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-6, 2009, : 1109 - 1112
12345