An official website of the United States government
Here’s how you know
Official websites use .gov
A .gov website belongs to an official government organization in the United States.
Secure .gov websites use HTTPS
A lock (
) or https:// means you’ve safely connected to the .gov website. Share sensitive information only on official, secure websites.
Adaptive Road Detection through Continuous Environment Learning
Published
Author(s)
M Foedissch, A Takeuchi
Abstract
The Intelligent Systems Division of the National Institute of Standards and Technology has been engaged for several years in developing real-time systems for autonomous driving. A road detection program is an essential part of the project. Previously we developed an adaptive road detection system based on color histograms using a neural network. This, however, still required human involvement during the initialization step. As a continuation of the project, we have expanded the system so that it can adapt to the new environment without any human intervention. This system updates the neural network continuously based on the road image structure. In order to reduce the possibility of misclassifying road and non-road, we have implemented an adaptive road feature acquisition method.
Foedissch, M.
and Takeuchi, A.
(2004),
Adaptive Road Detection through Continuous Environment Learning, Proceedings of the AIPR Conference, Washington, D.C, MD, USA, [online], https://tsapps.nist.gov/publication/get_pdf.cfm?pub_id=822555
(Accessed October 31, 2024)