Title :
Implementation of embedded Linux platform based vehicle feature extractor for ITS
Author :
HongYeon Yu ; SeungChul Son ; Nacwoo Kim ; ByungTak Lee
Author_Institution :
IT Manage. Device Res. Sect., Honam Res. Center, Gwangju, South Korea
Abstract :
This paper propose the vision based vehicle feature extractor which can be operated on the low performance embedded linux platform. In addition, we implement an intelligent transportation system applying the OGC SWE framework for integrating with conventional analog CCTV based traffic surveillance system. The proposed method is comprised of the moving vehicle detection, license plate recognition and vehicle color detection stage. The fast operation is possible by limiting the feature extraction area in the each step. The experimental result feature extractor can be effectually integrated with the conventional system. It provides the exact vehicle identification information.
Keywords :
Linux; closed circuit television; embedded systems; feature extraction; image colour analysis; image motion analysis; image recognition; intelligent transportation systems; video surveillance; ITS; OGC SWE framework; analog CCTV based traffic surveillance system; embedded linux platform; feature extraction; intelligent transportation system; license plate recognition; moving vehicle detection; vehicle color detection stage; vehicle identification information; vision based vehicle feature extractor; Conferences; Consumer electronics; Vehicle features; embedded linux platform; license plate recognition; moving vehicle detection; vehicle color detection;
Conference_Titel :
Consumer Electronics ?? Berlin (ICCE-Berlin), 2013. ICCEBerlin 2013. IEEE Third International Conference on
Conference_Location :
Berlin
Print_ISBN :
978-1-4799-1411-1
DOI :
10.1109/ICCE-Berlin.2013.6698043