Biologically Inspired Vision for Indoor Robot Navigation

被引:1
|
作者
Saleiro, M. [1 ]
Terzic, K. [1 ]
Lobato, D. [1 ]
Rodrigues, J. M. F. [1 ]
du Buf, J. M. H. [1 ]
机构
[1] Univ Algarve, LARSyS, Vis Lab, P-8005139 Faro, Portugal
关键词
Biologically inspired vision; Stereo vision; Object recognition; Robotics;
D O I
10.1007/978-3-319-11755-3_52
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Ultrasonic, infrared, laser and other sensors are being applied in robotics. Although combinations of these have allowed robots to navigate, they are only suited for specific scenarios, depending on their limitations. Recent advances in computer vision are turning cameras into useful low-cost sensors that can operate in most types of environments. Cameras enable robots to detect obstacles, recognize objects, obtain visual odometry, detect and recognize people and gestures, among other possibilities. In this paper we present a completely biologically inspired vision system for robot navigation. It comprises stereo vision for obstacle detection, and object recognition for landmark-based navigation. We employ a novel keypoint descriptor which codes responses of cortical complex cells. We also present a biologically inspired saliency component, based on disparity and colour.
引用
收藏
页码:469 / 477
页数:9
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