DocumentCode :
495216
Title :
Blind-Road Location and Recognition in Natural Scene
Author :
Tang, Jinglei ; Jing, Xu ; He, Dongjian ; Liang, Shangsong
Author_Institution :
Coll. of Mech. & Electron. Eng., Northwest A & F Univ., Yangling, China
Volume :
5
fYear :
2009
fDate :
March 31 2009-April 2 2009
Firstpage :
283
Lastpage :
287
Abstract :
In this paper, we describe the dual-threshold processing technology based on gray histogram and carry on binary processing to the blind-road gray image according to the real-time requirement of blind man navigation system and the features of blind-road. We achieved binary image filter processing using erosion and dilation improved algorithm of binary morphological approach. An edge location algorithm is present which can determine the location of pixels around the edge and realize the blind-road´s localization accurately. Using the value gain from the location algorithm, an edge tracking algorithm is proposed which achieve the blind-road´s tracking accurately. The approach proposed in our paper have been fully implemented and tested on real images. The experimental results show that it can not only recognize the blind-road accurately, but retain the obstacle of the blind-road for the following obstacle recognition and other issues which can provide the accurate basis.
Keywords :
filtering theory; handicapped aids; image recognition; image segmentation; real-time systems; statistical analysis; binary image filter processing; binary morphological approach; blind man navigation system; blind-road gray image recognition; blind-road location; dilation improved algorithm; dual-threshold processing technology; edge location algorithm; edge tracking algorithm; erosion improved algorithm; gray histogram; natural scene; real-time requirement; road obstacle recognition; Computer vision; Helium; Histograms; Image recognition; Layout; Legged locomotion; Navigation; Object detection; Roads; Telecommunication traffic; blind-road recognition; dilation; edge tracking; erosion; location algorithm; morphology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3507-4
Type :
conf
DOI :
10.1109/CSIE.2009.524
Filename :
5170542
Link To Document :
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