A new method for moving object extraction automatically

被引：0
|
作者：
Zhang, XY [1 ]
Zhao, RC [1 ]
Ma, ZQ [1 ]
机构：
[1] Northwestern Polytech Univ, Coll Comp, Xian 710072, Peoples R China
来源：
International Symposium on Communications and Information Technologies 2005, Vols 1 and 2, Proceedings | 2005年
关键词：
moving object; change detection; moving edge video object planes (VOP);
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
A novel algorithm for moving object extraction is proposed in this paper. First of all, the algorithm applies the inter-frame change detection and Canny edge detection in wavelet domain to obtain the accurate difference edge map. Then, through combination with the current frame edge map, background edge map and previous frame's moving edge, the current frame's edge map named moving edge can be tracked. At last, the moving edge is used to extract video object planes (VOP) by a simple filling technique. The proposed algorithm is robust to the entire motion and local deformation of object. Experimental results for several video sequences demonstrate the effectiveness of the proposed approach.
引用
收藏
页码：1413 / 1416
页数：4
相关论文
共 50 条
  • [31] Moving object extraction with a hand-held camera
    Zhang, Guofeng
    Jia, Jiaya
    Xiong, Wei
    Wong, Tien-Tsin
    Heng, Pheng-Ann
    Bao, Hujun
    2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6, 2007, : 1064 - 1071
  • [32] Moving object detection via feature extraction and classification
    Li, Yang
    OPEN COMPUTER SCIENCE, 2024, 14 (01):
  • [33] Moving object extraction using adaptive frame integration
    Nonaka, Toshinara, 1600, Publ by Scripta Technica Inc, New York, NY, United States (24):
  • [34] Shape consistent segmentation algorithm for extraction of moving object
    Kim, KJ
    Suh, JY
    Lee, DH
    Lim, CW
    Park, KT
    ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, : 982 - 985
  • [35] Image subtraction for real time moving object extraction
    Desa, SM
    Salih, QA
    INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS, IMAGING AND VISUALIZATION, PROCEEDINGS, 2004, : 41 - 45
  • [36] Detection and Extraction of Moving Object in Intelligent Surveillance System
    Qiu Wenhua
    Qiu Zhenzhen
    Wang Liang
    FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY III, PTS 1-3, 2013, 401 : 1027 - +
  • [37] An efficient moving object extraction algorithm for video surveillance
    Wang, DJ
    Chen, TH
    Chiou, YC
    Liau, HS
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 3, PROCEEDINGS, 2005, 3683 : 346 - 352
  • [38] Exclusive Block Matching for Moving Object Extraction and Tracking
    Li, Zhu
    Yabuta, Kenichi
    Kitazawa, Hitoshi
    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2010, E93D (05): : 1263 - 1271
  • [39] MOVING OBJECT EXTRACTION FROM UNREGISTERED IMAGE SEQUENCE
    LEROUX, LJ
    VANSCHALKWYK, JJD
    ELECTRONICS LETTERS, 1991, 27 (24) : 2225 - 2226
  • [40] Improved PIC algorithm of background reconstruction and a new method of detecting moving object
    Liu, Ding
    Yang, Yanxi
    Zhao, Dou
    Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument, 2010, 31 (04): : 885 - 891
12345