Title
Real Time Obstacle Detection for AGV Navigation Using Multi-baseline Stereo
Abstract
This paper reports the real time vision algorithm ELS, designed for obstacle detection and ground identification for AGV navigation using multi-baseline stereo. Our major contributions are (1) the Disparity Gradient Filter for noise reduction, (2) ground orientation detection using extended Hough Transform, and (3) the establishment of error model for obstacle detection. Experiments show that the algorithm works effectively in unstructured terrain.
Year
DOI
Venue
2000
10.1007/3-540-45118-8_56
ISER
Keywords
Field
DocType
multi-baseline stereo,real time obstacle detection,agv navigation,hough transform,real time,noise reduction
Noise reduction,Computer vision,Obstacle,Simulation,Terrain,Hough transform,Real time vision,Artificial intelligence,Engineering
Conference
Volume
ISSN
ISBN
271
0170-8643
3-540-42104-1
Citations 
PageRank 
References 
2
0.40
5
Authors
6
Name
Order
Citations
PageRank
Han Wang13315.10
Jian Xu217824.70
Javier Ibanez Guzman312817.14
Ray Jarvis45610.32
Terence Goh520.40
Chun Wah Chan651.12