Title
Velocity Estimation for Autonomous Vehicles Based on Image Analysis
Abstract
Stereo vision is widely used in many 3-D image applications. In this paper, a system based on stereo vision concepts has been developed with the goal to measure the velocity of vehicles using images. Using this method, an autonomous vehicle is able to measure its velocity using only a single camera. From a sequence of images, the method uses techniques to locate homologous points and then estimates the velocity of the vehicle. The experimental results validate the application of the proposed method to autonomous vehicles.
Year
DOI
Venue
2016
10.1109/TIM.2015.2477160
Instrumentation and Measurement, IEEE Transactions
Keywords
Field
DocType
Autonomous vehicles,stereo vision,velocity estimation,vision system,visual odometry,visual odometry.
Computer vision,Stereo cameras,Stereopsis,Robot kinematics,Artificial intelligence,Robot vision systems,Optical imaging,Mathematics,Mobile robot,Velocity estimation,Computer stereo vision
Journal
Volume
Issue
ISSN
65
1
0018-9456
Citations 
PageRank 
References 
3
0.43
21
Authors
3
Name
Order
Citations
PageRank
Romulo Gonçalves Lins1162.29
Givigi, S.N.2609.55
Paulo Roberto Gardel Kurka3132.45