Title :
A neural network texture segmentation system for open road vehicle guidance
Author :
Català, Andreu ; Grau, Antoni ; Morcego, Bernardo ; Fuertes, Josep M.
Author_Institution :
Univ. Politecnica de Catalunya, Barcelona, Spain
fDate :
29 Jun-1 Jul 1992
Abstract :
The real-time open road driving way determination is one of the important components of a system for automatic vehicle guidance. To determine the road driving way the authors process the images obtained from a camera sited at the driver´s place. They describe the processing of the real images and the neural network system that, after a training phase, is able to present the road driving way. The results obtained show that the system is very robust, giving correct segmentations under many road situations. A real time image processor hardware has been developed which is a part of the image interpretation module to be included in the automatic vehicle guidance system being developed
Keywords :
computer vision; computerised navigation; image segmentation; image texture; learning (artificial intelligence); real-time systems; road vehicles; automatic vehicle guidance; computer vision; computerised navigation; image interpretation module; image processor; neural network; open road vehicle guidance; real time systems; texture segmentation; Cameras; Image segmentation; Intelligent vehicles; Layout; Navigation; Neural networks; Pixel; Real time systems; Road vehicles; Vehicle driving;
Conference_Titel :
Intelligent Vehicles '92 Symposium., Proceedings of the
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-0747-X
DOI :
10.1109/IVS.1992.252265