A Moving Foreground Objects Extraction Method under Camouflage Effect

被引：0
|
作者：
Zhu Zhen-zhen [1 ]
Li Jing-yue [2 ]
Yang Si-si [1 ]
Zhou Hong [1 ]
机构：
[1] Zhejiang Univ, Dept Instrument Sci & Engn, Hangzhou 310027, Zhejiang, Peoples R China
[2] Hangzhou Xuanping Elect Sci & Technol Co Ltd, Hangzhou 310027, Zhejiang, Peoples R China
来源：
SEVENTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2015) | 2015年 / 9631卷
关键词：
Color invariants; foreground extraction; color similarity; background subtraction;
D O I：
10.1117/12.2196910
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：
This paper discusses the problem of segmenting foreground objects with apertures or discontinuities under camouflage effect and the optical physics model is introduced into foreground detection. A moving foreground objects extraction method based on color invariants is proposed in which color invariants are used as descriptors to model the background and do the foreground segmentation. It makes full use of the color spectral information and spatial configuration. Experimental results demonstrate that the proposed method performs well in various situations of color similarity and meets the demand of real-time performance.
引用
收藏
页数：9
相关论文
共 50 条
  • [41] Detecting Moving Objects under a Moving Camera in Complex Environments
    Zhang Genyuan
    Yu Qin
    Yang Sisi
    Zhou Hong
    SIXTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2014), 2015, 9443
  • [42] Robust Region Extraction of Moving Objects in Dynamic Background
    Mori, Shun
    Kasahara, Yuya
    Abe, Toru
    Suganuma, Takuo
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 1971 - 1976
  • [43] Moving Objects Detection at an Intersection by Sequential Background Extraction
    Sonoda, Shin-ichiro
    Tan, Joo Kooi
    Kim, Hyoungseop
    Ishikawa, Seiji
    Morie, Takashi
    2011 11TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2011, : 1752 - 1755
  • [44] Contour extraction of moving objects in color image sequences
    Liu, Yang
    Li, Yu-Shan
    Zhang, Da-Pu
    Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology, 2006, 28 (09): : 1550 - 1554
  • [45] The accurate extraction and tracking of moving objects for video surveillance
    Zheng, JB
    Feng, DD
    Siu, WC
    Zhang, YN
    Wang, XY
    Zhao, RC
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 1909 - 1913
  • [46] Extraction and tracking of moving objects for smart surveillance system
    Wang Chang-jun
    Zhu Shan-an
    PROCEEDINGS OF 2005 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1 AND 2, 2005, : 686 - +
  • [47] A background modeling and foreground segmentation approach based on the feedback of moving objects in traffic surveillance systems
    Ling, Qiang
    Yan, Jinfeng
    Li, Feng
    Zhang, Yicheng
    NEUROCOMPUTING, 2014, 133 : 32 - 45
  • [48] Interception of moving objects under visual guidance
    Jose Antonio, Perez Martinez
    REVISTA MEXICANA DE NEUROCIENCIA, 2006, 7 (05): : 385 - 390
  • [49] A novel ensemble method to integrate with different technologies for moving foreground detection
    Chan, Yi-Tung
    Wang, Shuenn-Jyi
    Tsai, Chung-Hsien
    Lin, Pei-Ru
    Chen, Wen-Pin
    SEVENTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2015), 2015, 9817
  • [50] Optical Camouflage Effect Objective Evaluation Method Research Under The Condition of Complex Backgrounds
    Qin, Jianfei
    Qu, Liyong
    Zhu, Liyan
    Hu, Jianghua
    Song, Shuwei
    INTERNATIONAL SEMINAR ON APPLIED PHYSICS, OPTOELECTRONICS AND PHOTONICS (APOP 2016), 2016, 61
12345