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Fuzzy matching scheme for stereo vision based electronic travel aid

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Main Authors: Balakrishnan, G., Sainarayanan, G., Nagarajan, R., Sazali, Yaacob
Format: Article
Language:English
Published: Institute of Electrical and Electronics Engineering (IEEE) 2009
Subjects:
Computer vision
Electronic equipment
Fuzzy sets
Pattern matching
Fuzzy matching scheme
Fuzzy relations
Wearable stereo vision systems
Stereo vision
Medical image processing
Ultrasonic imaging
Stereo image processing
Online Access:http://dspace.unimap.edu.my/xmlui/handle/123456789/6895
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spelling my.unimap-68952009-08-14T02:39:09Z Fuzzy matching scheme for stereo vision based electronic travel aid Balakrishnan, G. Sainarayanan, G. Nagarajan, R. Sazali, Yaacob Computer vision Electronic equipment Fuzzy sets Pattern matching Fuzzy matching scheme Fuzzy relations Wearable stereo vision systems Stereo vision Medical image processing Ultrasonic imaging Stereo image processing Link to publisher's homepage at http://ieeexplore.ieee.org Navigation is a significant barrier to individuals with visual impairments. In response to this barrier, a wearable stereo-vision system was investigated and a prototype system named Stereo Vision based Electronic Travel Aid (SVETA) has been developed. Stereo cameras are employed in the SVETA in order to provide information about orientation, distance, shape and size of the obstacles or objects infront of the user. Stereo vision has long been one of the central problem in computer vision, and stereo matching is the most important and critical issue of stereo vision. In this paper, similarity measure for stereo matching based on fuzzy relations is used to establish the correspondence in the presence of intensity variations in stereo images. The strength of relationship of fuzzified data of the windows in left and the right images of stereo pairs is determined by considering the appropriate fuzzy aggregation operators. However, these measures fail to establish correspondence over the occluded pixels. Left/Right consistence check is performed to overcome these problems. The final disparity map is then conveyed to the blind user through musical tone based image sonification. Experiments with standard and real time images have been conducted to demonstrate the effectiveness of the algorithms. 2009-08-14T02:38:54Z 2009-08-14T02:38:54Z 2005 Article p.1-4 0-7803-9311-2 http://ieeexplore.ieee.org/search/wrapper.jsp?arnumber=4085061 http://hdl.handle.net/123456789/6895 en Proceedings of the IEEE Region 10 Annual International Conference (TENCON 2005) Institute of Electrical and Electronics Engineering (IEEE)
institution Universiti Malaysia Perlis
building UniMAP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Perlis
content_source UniMAP Library Digital Repository
url_provider http://dspace.unimap.edu.my/
language English
topic Computer vision
Electronic equipment
Fuzzy sets
Pattern matching
Fuzzy matching scheme
Fuzzy relations
Wearable stereo vision systems
Stereo vision
Medical image processing
Ultrasonic imaging
Stereo image processing
spellingShingle Computer vision
Electronic equipment
Fuzzy sets
Pattern matching
Fuzzy matching scheme
Fuzzy relations
Wearable stereo vision systems
Stereo vision
Medical image processing
Ultrasonic imaging
Stereo image processing
Balakrishnan, G.
Sainarayanan, G.
Nagarajan, R.
Sazali, Yaacob
Fuzzy matching scheme for stereo vision based electronic travel aid
description Link to publisher's homepage at http://ieeexplore.ieee.org
format Article
author Balakrishnan, G.
Sainarayanan, G.
Nagarajan, R.
Sazali, Yaacob
author_facet Balakrishnan, G.
Sainarayanan, G.
Nagarajan, R.
Sazali, Yaacob
author_sort Balakrishnan, G.
title Fuzzy matching scheme for stereo vision based electronic travel aid
title_short Fuzzy matching scheme for stereo vision based electronic travel aid
title_full Fuzzy matching scheme for stereo vision based electronic travel aid
title_fullStr Fuzzy matching scheme for stereo vision based electronic travel aid
title_full_unstemmed Fuzzy matching scheme for stereo vision based electronic travel aid
title_sort fuzzy matching scheme for stereo vision based electronic travel aid
publisher Institute of Electrical and Electronics Engineering (IEEE)
publishDate 2009
url http://dspace.unimap.edu.my/xmlui/handle/123456789/6895
_version_ 1643788618465017856
score 13.214268

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