Integrated real-time vision system for vehicle control in non-structured environments

被引:10
作者
Ferruz, J [1 ]
Ollero, A [1 ]
机构
[1] Univ Sevilla, Escuela Super Ingenieros, Dept Ingn Sistemas & Automat, Seville 41092, Spain
关键词
computer vision; feature matching; position estimation; non-structured environments; mobile robotics; parallel processing; generalized predictive control; path tracking; autonomous vehicles;
D O I
10.1016/S0952-1976(00)00007-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An integrated vision-based real-time vehicle control system is proposed, as implemented in the experimental vehicle ROMEO-3R. One of the applications developed, an active object-tracking method using generalized predictive control, is also described. The real-time computer-vision module is based on a multiprocessor, DSP-based system; fast processing is achieved by parallel execution of the main image-processing algorithms. A pan-and-tilt platform allows the tracking process to be decoupled from vehicle motion. (C) 2000 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:215 / 236
页数:22
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