Robust appearance-based tracking of moving object from moving platform

被引:6
|
作者
Shao, J [1 ]
Zhou, SK [1 ]
Zheng, QF [1 ]
机构
[1] Univ Maryland, Ctr Automat Res, College Pk, MD 20742 USA
关键词
D O I
10.1109/ICPR.2004.1333742
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 robust algorithm for tracking moving objects from a moving platform. Robustness is achieved by incorporating temporal differencing and shape detection in an appearance-based object tracking algorithm. In addition, the incorporation of these two methods also improves accuracy and computational efficiency of detection. Some experimental results using airborne-video tracking are given to illustrate the effectiveness of this method.
引用
收藏
页码:215 / 218
页数:4
相关论文
共 50 条
  • [1] Moving Object Tracking from Moving Platform
    Majumder, Shibarchi
    Shankar, Rahul
    2014 INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2014, : 85 - 89
  • [2] A ROBUST MOVING OBJECT TRACKING
    Cota, Natcha
    Kasetkasem, Teerasit
    Kovavisaruch, La-or
    Yamaoka, Katsunori
    2015 6TH INTERNATIONAL CONFERENCE OF INFORMATION AND COMMUNICATION TECHNOLOGY FOR EMBEDDED SYSTEMS (IC-ICTES), 2015,
  • [3] Research on Moving Object Recognition and Tracking Based on Embedded Platform
    He, Hengxiang
    Chen, Chunyu
    Qiao, Yulong
    PROCEEDINGS OF THE 2ND INTERNATIONAL FORUM ON MANAGEMENT, EDUCATION AND INFORMATION TECHNOLOGY APPLICATION (IFMEITA 2017), 2017, 130 : 506 - 510
  • [4] Robust depth-based object tracking from a moving binocular camera
    Cao, Liujuan
    Wang, Cheng
    Li, Jonathan
    SIGNAL PROCESSING, 2015, 112 : 154 - 161
  • [5] Appearance-based classification of moving cars by eigendimension matching
    Rahman, M. Masudur
    Santhanam, Arland
    2006 IEEE INTELLIGENT VEHICLES SYMPOSIUM, 2006, : 252 - +
  • [6] Deep Reinforcement Learning based Dynamic Object Detection and Tracking from a Moving Platform
    Shinde, Chinmay
    Lima, Rolif
    Das, Kaushik
    2019 SIXTH INDIAN CONTROL CONFERENCE (ICC), 2019, : 244 - 249
  • [7] Moving object tracking based on geogram
    Gwangmin Choe
    Tianjiang Wang
    Fang Liu
    Gwangho Li
    Hyongwang O
    Songryong Kim
    Multimedia Tools and Applications, 2015, 74 : 9771 - 9794
  • [8] Moving object tracking based on geogram
    Choe, Gwangmin
    Wang, Tianjiang
    Liu, Fang
    Li, Gwangho
    O, Hyongwang
    Kim, Songryong
    MULTIMEDIA TOOLS AND APPLICATIONS, 2015, 74 (21) : 9771 - 9794
  • [9] Real-time vision-based object tracking from a moving platform in the air
    Ding, Wei
    Gong, Zhenbang
    Xie, Shaorong
    Zou, Hairong
    2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12, 2006, : 681 - +
  • [10] Tracking humans from a moving platform
    Davis, L
    Philomin, V
    Duraiswami, R
    15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 4, PROCEEDINGS: APPLICATIONS, ROBOTICS SYSTEMS AND ARCHITECTURES, 2000, : 171 - 178