Object tracking using background subtraction and motion estimation in MPEG videos

被引：0
|
作者：
Aggarwal, A [1 ]
Biswas, S [1 ]
Singh, S [1 ]
Sural, S [1 ]
Majumdar, AK [1 ]
机构：
[1] Indian Inst Technol, Kharagpur 721302, W Bengal, India
来源：
COMPUTER VISION - ACCV 2006, PT II | 2006年 / 3852卷
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
We present a fast and robust method for moving object tracking directly in the compressed domain using features available in MPEG videos. DCT domain background subtraction in Y plane is used to locate candidate objects in subsequent I-frames after a user has marked an object of interest in the given frame. DCT domain histogram matching using Cb and Cr planes and motion vectors are used to select the target object from the set of candidate objects. The target object position is finally interpolated in the predicted frames to obtain a smooth tracking across GOPs.
引用
收藏
页码：121 / 130
页数：10
相关论文
共 50 条
  • [1] Moving object detection and tracking by using annealed background subtraction method in videos: Performance optimization
    Karasulu, Bahadir
    Korukoglu, Serdar
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (01) : 33 - 43
  • [2] Moving object detection method with motion regions tracking in background subtraction
    Delibasoglu, Ibrahim
    SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (05) : 2415 - 2423
  • [3] Moving object detection method with motion regions tracking in background subtraction
    İbrahim Delibaşoğlu
    Signal, Image and Video Processing, 2023, 17 : 2415 - 2423
  • [4] Vehicle motion tracking using symmetry of vehicle and background subtraction
    Unno, Hiroshi
    Ojima, Kouki
    Hayashibe, Keikichi
    Saji, Hitoshi
    2007 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1-3, 2007, : 501 - +
  • [5] Estimation of arbitrary camera motion in MPEG videos
    Ewerth, R
    Schwalb, M
    Tessmann, P
    Freisleben, B
    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 1, 2004, : 512 - 515
  • [6] Video Object Tracking by Integrating Background Constructing and Motion Estimation
    Zhang, Yongjian
    Hou, Youguo
    Kang, Yanmei
    Wang, Dongyu
    2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM), 2012,
  • [7] Motion Detection Using Periodic Background Estimation Subtraction Method
    Shazali, S. T. Syed
    Cheong, W. L.
    Mohamaddan, S.
    Kamaruddin, A. M. N. Abg
    Yassin, A.
    Case, K.
    2011 7TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY IN ASIA (CITA 11), 2011,
  • [8] Foreground Object Motion Detection by Background Subtraction and Signalling Using GSM
    Priyadharshini, S.
    Dhanalakshmi, S.
    2014 INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND EMBEDDED SYSTEMS (ICICES), 2014,
  • [9] Motion Tracking with Fast Adaptive Background Subtraction
    Xiao De\|gui
    WuhanUniversityJournalofNaturalSciences, 2003, (01) : 35 - 40
  • [10] Fire Dispersal Estimation in Videos using Background Modelling and Subtraction by Tensor Decomposition
    Draganov, Ivo R.
    Mironov, Rumen P.
    Manolova, Agata H.
    Neshov, Nikolay N.
    PROCEEDINGS OF THE 2019 10TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS - TECHNOLOGY AND APPLICATIONS (IDAACS), VOL. 2, 2019, : 656 - 661
12345