A low-cost system using sparse vision for navigation in the urban environment

被引:18
|
作者
Snaith, M [1 ]
Lee, D [1 ]
Probert, P [1 ]
机构
[1] Univ Oxford, Dept Engn Sci, Robot Res Grp, Oxford OX1 3PJ, England
关键词
visual impairment; feature detection; navigation;
D O I
10.1016/S0262-8856(97)00094-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Established mobility aids, such as the long cane, enable visually impaired users to travel safely in urban environments. This paper describes continuing work to enhance this mobility by providing a series of high-level navigational goals. In particular, we describe algorithms to detect doorways and to facilitate centre-path travel. To maintain high performance at low cost, both algorithms use sparsely-sampled images from a single camera. Doorway detection is achieved by the detection of characteristic patterns of near-vertical and near-horizontal lines. The direction of travel along a path is determined by locating the dominant vanishing point of the lines in the image. Experimental results are presented for both algorithms. (C) 1998 Elsevier Science B.V.
引用
收藏
页码:225 / 233
页数:9
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