DocumentCode
3197293
Title
A tactile vision substitution system for the study of active sensing
Author
Hsu, B. ; Cheng-Han Hsieh ; Sung-Nien Yu ; Ahissar, Ehud ; Arieli, Amos ; Zilbershtain-Kra, Yael
Author_Institution
Dept. of Electr. Eng., Nat. Chung Cheng Univ., Chiayi, Taiwan
fYear
2013
fDate
3-7 July 2013
Firstpage
3206
Lastpage
3209
Abstract
This paper presents a tactile vision substitution system (TVSS) for the study of active sensing. Two algorithms, namely image processing and trajectory tracking, were developed to enhance the capability of conventional TVSS. Image processing techniques were applied to reduce the artifacts and extract important features from the active camera and effectively converted the information into tactile stimuli with much lower resolution. A fixed camera was used to record the movement of the active camera. A trajectory tracking algorithm was developed to analyze the active sensing strategy of the TVSS users to explore the environment. The image processing subsystem showed advantageous improvement in extracting object´s features for superior recognition. The trajectory tracking subsystem, on the other hand, enabled accurately locating the portion of the scene pointed by the active camera and providing profound information for the study of active sensing strategy applied by TVSS users.
Keywords
feature extraction; image recognition; image resolution; image sensors; medical image processing; object tracking; tactile sensors; active camera; active sensing strategy; artifacts; feature extraction; image processing; image resolution; superior recognition; tactile stimuli; tactile vision substitution system; trajectory tracking algorithm; Cameras; Discrete wavelet transforms; Feature extraction; Sensors; Tracking; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6610223
Filename
6610223
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