DocumentCode
817431
Title
First steps of robotic perception: the turning point of the 1990s
Author
Zavidovique, Bertrand Y.
Author_Institution
Inst. d´´Electronique Fondamentale, Paris XI Univ., Orsay, France
Volume
90
Issue
7
fYear
2002
fDate
7/1/2002 12:00:00 AM
Firstpage
1094
Lastpage
1112
Abstract
In this paper we analyze the early evolution of robot perception toward robot autonomy: respective impacts of the bare technology and of advanced control are put in perspective. At first, the UniBuM´s vehicle, operational in the 1990s, is taken as a study example. The strong points of such systems suggest a discussion of the software technology in image processing and of the hardware technological concept of silicon retina regarding their respective contribution to real machine vision. This second part elicits limitations, which lead again to concepts and realizations in control, through the need for sensor fusion and active vision. The ultimate step to robot autonomy would be learning, and this is considered in the conclusion.
Keywords
active vision; learning (artificial intelligence); mobile robots; reviews; robot vision; sensor fusion; UniBuM vehicle; active vision; early evolution; hardware technological concept; image processing; learning; machine vision; robot autonomy; robot perception; scene modeling; sensor fusion; silicon retina; software technology; Cameras; Data acquisition; Data mining; Humans; Layout; Robots; Sensor fusion; Silicon; Turning; Vehicles;
fLanguage
English
Journal_Title
Proceedings of the IEEE
Publisher
ieee
ISSN
0018-9219
Type
jour
DOI
10.1109/JPROC.2002.801451
Filename
1032796
Link To Document