PhD Forum: Correlation Coefficient based Template Matching for Indoor People Tracking

被引:0
|
作者
Guan, Junzhi [1 ]
Van Hese, Peter [1 ]
Nino-Castaneda, Jorge Oswaldo [1 ]
Gruenwedel, Sebastian [1 ]
Van Haerenborgh, Dirk [2 ]
Van Cauwelaert, Dimitri [1 ,2 ]
Veelaert, Peter [1 ,2 ]
Philips, Wilfried [1 ]
机构
[1] Ghent Univ IBBT, TELIN, Image Proc & Interpretat, Ghent, Belgium
[2] Univ Coll Ghent, Vision Syst, Ghent, Belgium
关键词
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
One of the most popular methods to extract information from an image sequence is template matching. The principle of template matching is tracking a certain feature or target over time based on the comparison of the content of each frame with a simple template. In this article, we propose an correlation coefficient based template matching which is invariant to linear intensity distortions to do correction or verification of our existing indoor people tracking system [1].
引用
收藏
页数:2
相关论文
共 50 条
  • [1] Template Matching Based Tracking of Players in Indoor Team Sports
    Monier, Emad
    Wilhelm, Per
    Rueckert, Ulrich
    2009 THIRD ACM/IEEE INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, 2009, : 22 - 27
  • [2] Correlation Coefficient Based Template Matching: Accounting for Uncertainty in Selecting the Winner
    Napoli, Nicholas J.
    Barnes, Laura E.
    Premaratne, Kamal
    2015 18TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2015, : 311 - 318
  • [3] PhD Forum: Towards an Embedded Stereo Matching Algorithm Based on Multiple Correlation Windows
    Palacios-Ramos, M. A.
    Vazquez-Delgado, H. D.
    Aguilar-Gonzalez, Abiel
    Perez-Patricio, M.
    ICDSC 2019: 13TH INTERNATIONAL CONFERENCE ON DISTRIBUTED SMART CAMERAS, 2019,
  • [4] Template Matching based People Tracking Using a Smart Camera Network
    Guan, Junzhi
    Van Hese, Peter
    Nino-Castaneda, Jorge Oswaldo
    Bo, Nyan Bo
    Gruenwedel, Sebastian
    Van Haerenborgh, Dirk
    Van Cauwelaert, Dimitri
    Veelaert, Peter
    Philips, Wilfried
    VIDEO SURVEILLANCE AND TRANSPORTATION IMAGING APPLICATIONS 2014, 2014, 9026
  • [5] An Improved Template-Matching-Based Pose Tracking Method for Planar Nanopositioning Stages Using Enhanced Correlation Coefficient
    Li, Hai
    Zhang, Xianmin
    Yao, Sheng
    Zhu, Benliang
    Fatikow, Sergej
    IEEE SENSORS JOURNAL, 2020, 20 (12) : 6378 - 6387
  • [6] Correlation-Coefficient-Based Fast Template Matching Through Partial Elimination
    Mahmood, Arif
    Khan, Sohaib
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (04) : 2099 - 2108
  • [7] Tracking Algorithm Based on the Improved Template Matching
    Xiu, Chunbo
    Pan, Xiaonan
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 483 - 486
  • [8] Vehicle Tracking based on Customized Template Matching
    Battiato, Sebastiano
    Farinella, Giovanni Maria
    Furnari, Antonino
    Puglisi, Giovanni
    Snijders, Anique
    Spiekstra, Jelmer
    PROCEEDINGS OF THE 2014 9TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, THEORY AND APPLICATIONS (VISAPP 2014), VOL 2, 2014, : 755 - 760
  • [9] Hybrid Tracking Based on Camshift and Template Matching
    Xiu, Chunbo
    Wang, Ruosi
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 5753 - 5756
  • [10] Two Step Template Matching Method with Correlation Coefficient and Genetic Algorithm
    Baek, Gyeongdong
    Kim, Sungshin
    EMERGING INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS: WITH ASPECTS OF ARTIFICIAL INTELLIGENCE, 2009, 5755 : 85 - 90