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
Link To Document :
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