DocumentCode :
1979823
Title :
Real-Time Vision Using a Smart Sensor System
Author :
Belbachir, Ahmed Nabil ; Litzenberger, Martin ; Posch, Christoph ; Schön, Peter
Author_Institution :
Austrian Res. Centers GmbH, Vienna
fYear :
2007
fDate :
4-7 June 2007
Firstpage :
1968
Lastpage :
1973
Abstract :
This paper presents a real-time data processing concept for asynchronous "address event" image sensors in highspeed machine vision applications. In the implemented system, a dual-line temporal contrast vision sensor asynchronously responds to relative illumination intensity changes in the visual scene, and encodes the information in the form of "timed address event" representation (TAE) data. The TAE stream consists of the event generation time concatenated to the address event (AE), which encodes the coordinates of the pixel in the 2times256 matrix. The event data processing includes object detection, denoising and scaling, and feature extraction. The feature extraction step comprises circle fit and orientation estimation techniques that enable robust recognition of a wide range of objects. The data processing algorithms take advantage of the efficient information encoding in the TAE data protocol, yielding a flexible, compact and low-cost real-time machine vision system for high-speed shape detection, object orientation extraction and monitoring.
Keywords :
computer vision; feature extraction; image sensors; intelligent sensors; object detection; real-time systems; TAE data protocol; asynchronous address event image sensors; dual-line temporal contrast vision sensor; feature extraction; highspeed machine vision applications; object detection; real-time data processing concept; real-time vision; smart sensor system; timed address event representation; Data processing; Feature extraction; Image sensors; Intelligent sensors; Layout; Lighting; Machine vision; Object detection; Real time systems; Sensor systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location :
Vigo
Print_ISBN :
978-1-4244-0754-5
Electronic_ISBN :
978-1-4244-0755-2
Type :
conf
DOI :
10.1109/ISIE.2007.4374909
Filename :
4374909
Link To Document :
بازگشت