DocumentCode
2381914
Title
An information delivery system for visually impaired people in dynamic environment
Author
Kim, Donghun ; Sivathanu, Yudaya
Author_Institution
Sch. of Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
fYear
2011
fDate
9-12 Oct. 2011
Firstpage
2062
Lastpage
2067
Abstract
In this paper, we propose an information delivery system for visually impaired people to examine any object in their environment. This system provides a magnified view of any region that is pointed at by the user to monitor it. The human pointing gesture has the ability to extract an element from the environment. The two important problems in codifying this gesture are to estimate the direction to which the finger is pointing to, and then to segment the region of interest according to this direction. To solve these two problems, we present a hand and a finger detection method using color and disparity data from a stereo camera system. Then, we estimate the direction in 3-D using geometric and textural features. We utilize the estimated direction to discriminate potential candidates in the 3-D space. Finally, we segment the region of interest by backprojecting the candidate areas while filtering signal noises of the disparity data. Experimental results that validate the proposed system in a dynamic environment is also presented.
Keywords
computer vision; feature extraction; fingerprint identification; gesture recognition; handicapped aids; human-robot interaction; image segmentation; image texture; information systems; stereo image processing; disparity data; finger detection method; geometric features; hand detection; human pointing gesture; information delivery system; region segmentation; signal noise filtering; stereo camera system; textural features; visually impaired people; Cameras; Computational modeling; Estimation; Image color analysis; Image segmentation; Monitoring; Vectors; 3D pose estimation; Human pointing gestures; Human-machine interaction; Scene segmentation; Stereo camera system;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1062-922X
Print_ISBN
978-1-4577-0652-3
Type
conf
DOI
10.1109/ICSMC.2011.6083976
Filename
6083976
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