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Simulated Prosthetic Vision: Improving text accessibility with retinal prostheses

Denis, Grégoire and Jouffrais, Christophe and Mailhes, Corinne and Macé, Marc Simulated Prosthetic Vision: Improving text accessibility with retinal prostheses. (2014) In: IEEE Engineering in Medicine and Biology Society Conference - EMBC 2014, 26 August 2014 - 30 August 2014 (Chicago, United States).

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Official URL: http://dx.doi.org/10.1109/EMBC.2014.6943939

Abstract

Image processing can improve significantly the every-day life of blind people wearing current and upcoming retinal prostheses relying on an external camera. We propose to use a real-time text localization algorithm to improve text accessibility. An augmented text-specific rendering based on automatic text localization has been developed. It has been evaluated in comparison to the classical rendering through a Simulated Prosthetic Vision (SPV) experiment with 16 subjects. Subjects were able to detect text in natural scenes much faster and further with the augmented rendering compared to the control rendering. Our results show that current and next generation of low resolution retinal prostheses may benefit from real-time text detection algorithms.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6943939&tag=1
HAL Id:hal-01147261
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:26 Mar 2015 07:58

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