A biprocessor-oriented vision-based target tracking system

被引:25
作者
Canals, R [1 ]
Roussel, A
Famechon, JL
Treuillet, S
机构
[1] Univ Orleans, Lab Elect Signals Images, F-45067 Orleans, France
[2] CAC Syst, F-41330 La Chapelle Vendomoise, France
关键词
digital signal processor; machine vision; mobile robots; pattern matching; real time systems; search methods; tracking;
D O I
10.1109/41.993283
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The design and realization of a vision-based target tracking system is proposed. The objective is to derive the orientation of a pan-tilt camera fitting a drone in order to track a target and to maintain its position in the middle of the image. Image data and drone attitude are the only information available for the camera control to be achieved correctly. This embedded system requires low-cost hardware for surveillance or attack drone applications: a digital signal processor for the image processing, and a microcontroller for the camera control. To ensure real-time video operation, an algorithmic solution integrating a successive-step and multi-block search method is implemented, thus allowing complex target displacements. The microcontroller uses this information to manage the camera orientation. Experiments have been conducted in real conditions and acceptable target tracking results have been obtained on the prototypal hardware.
引用
收藏
页码:500 / 506
页数:7
相关论文
共 38 条
[31]   VLSI ARCHITECTURES FOR VIDEO COMPRESSION - A SURVEY [J].
PIRSCH, P ;
DEMASSIEUX, N ;
GEHRKE, W .
PROCEEDINGS OF THE IEEE, 1995, 83 (02) :220-246
[32]  
PURI A, 1987, P ICASSP
[33]   A multiprocessor-oriented visual tracking system [J].
Rovetta, S ;
Zunino, R .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1999, 46 (04) :842-850
[34]   A neurocomputational model of figure-ground discrimination and target tracking [J].
Sun, HJ ;
Liu, L ;
Guo, AK .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1999, 10 (04) :860-884
[35]  
TZIRITAS G, 1994, MOTION ANAL IMAGE SE
[36]   MOTION FIELD AND OPTICAL-FLOW - QUALITATIVE PROPERTIES [J].
VERRI, A ;
POGGIO, T .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1989, 11 (05) :490-498
[37]   Long-term memory motion-compensated prediction [J].
Wiegand, T ;
Zhang, XZ ;
Girod, B .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1999, 9 (01) :70-84
[38]  
1990, COMITE CONSULTATIF I