Fusion of color and shape for object tracking under varying illumination

被引:0
|
作者
Moreno-Noguer, F [1 ]
Andrade-Cetto, J [1 ]
Sanfeliu, A [1 ]
机构
[1] Univ Politecn Cataluna, Inst Robot Ind, E-08028 Barcelona, Spain
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
In this paper a new technique to perform tracking in cluttered scenarios with varying illumination conditions is presented. The robustness of the approach lies in the integration of appearance and structural information of the object. The fusion is done using the CONDENSATION algorithm that formulates multiple hypothesis about the estimation of the object's color distribution and validates them taking into account the contour information of the object.
引用
收藏
页码:580 / 588
页数:9
相关论文
共 50 条
  • [1] Moving object tracking under varying illumination conditions
    Shen, Chunfeng
    Lin, Xueyin
    Shi, Yuanchun
    PATTERN RECOGNITION LETTERS, 2006, 27 (14) : 1632 - 1643
  • [2] Adaptive color space switching for tracking under varying illumination
    Stern, H
    Efros, B
    IMAGE AND VISION COMPUTING, 2005, 23 (03) : 353 - 364
  • [3] Object contour tracking with fusion of color and incremental shape priors
    Zhou, Xue
    Hu, Wei-Ming
    Zidonghua Xuebao/ Acta Automatica Sinica, 2009, 35 (11): : 1394 - 1402
  • [4] Dynamic Fusion of Color and Shape for Accurate Circular Object Tracking
    Thi-Trang Tran
    Ha, CheolKeun
    INTELLIGENT COMPUTING METHODOLOGIES, ICIC 2018, PT III, 2018, 10956 : 496 - 507
  • [5] Fuzzy color histogram based kernel tracking under varying illumination
    Wang, Yongzhong
    Pan, Quan
    Zhao, Chunhui
    Cheng, Yongmei
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 4, PROCEEDINGS, 2007, : 235 - 239
  • [6] Fusion of texture variation and on-line color sampling for moving object detection under varying chromatic illumination
    Shen, CF
    Lin, XY
    Shi, YC
    COMPUTER VISION - ACCV 2006, PT I, 2006, 3851 : 90 - 99
  • [7] Robust Real-Time Object Tracking Under Varying Illumination Condition
    Panda, Deepak Kumar
    Meher, Sukadev
    2011 ANNUAL IEEE INDIA CONFERENCE (INDICON-2011): ENGINEERING SUSTAINABLE SOLUTIONS, 2011,
  • [8] Self-induced color correction for skin tracking under varying illumination
    Nayak, A
    Chaudhuri, S
    2003 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL 3, PROCEEDINGS, 2003, : 1009 - 1012
  • [9] Adaptive Colour Calibration for Object Tracking under Spatially-Varying Illumination Environments
    Shin, Heesang
    Reyes, Napoleon H.
    Barczak, Andre L.
    NEURAL INFORMATION PROCESSING, PT III, 2011, 7064 : 495 - 505
  • [10] Object Segmentation under Varying Illumination Effects
    Pratiwi, Dini
    Kartowisastro, Iman H.
    NEW TRENDS IN INTELLIGENT INFORMATION AND DATABASE SYSTEMS, 2015, 598 : 13 - 21