Human faces detection and localization with simulated prosthetic vision
| Autor: | Grégoire Denis, Marc J.-M. Macé, Christophe Jouffrais, Victor Vergnieux |
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| Přispěvatelé: | Etude de L’Interaction Personne SystèmE (IRIT-ELIPSE), Institut de recherche en informatique de Toulouse (IRIT), Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Laboratoire Cherchons Pour Voir (CPV), Université Fédérale Toulouse Midi-Pyrénées-Institut des Jeunes Aveugles [Toulouse] (IJA)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Centre National de la Recherche Scientifique (CNRS), Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE), Centre National de la Recherche Scientifique - CNRS (FRANCE), Université Toulouse III - Paul Sabatier - UT3 (FRANCE), Université Toulouse - Jean Jaurès - UT2J (FRANCE), Université Toulouse 1 Capitole - UT1 (FRANCE) |
| Jazyk: | angličtina |
| Rok vydání: | 2013 |
| Předmět: |
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Neuroprosthetics genetic structures Computer science 0206 medical engineering Visual impairment [SCCO.COMP]Cognitive science/Computer science 02 engineering and technology 03 medical and health sciences [SCCO]Cognitive science 0302 clinical medicine SISA medicine Computer vision [INFO.INFO-HC]Computer Science [cs]/Human-Computer Interaction [cs.HC] Visual resolution business.industry Neurosciences Prosthetic vision 020601 biomedical engineering Retinal Prosthesis [SCCO.PSYC]Cognitive science/Psychology 030221 ophthalmology & optometry [INFO.INFO-ET]Computer Science [cs]/Emerging Technologies [cs.ET] Retinal prosthesis Artificial intelligence Simulated medicine.symptom business |
| Zdroj: | CHI '13 Extended Abstracts on Human Factors in Computing Systems CHI '13 Extended Abstracts on Human Factors in Computing Systems, Apr 2013, Paris, France. pp.61, ⟨10.1145/2468356.2468368⟩ CHI Extended Abstracts |
| DOI: | 10.1145/2468356.2468368⟩ |
| Popis: | International audience; Clinical trials reveal that current visual neuroprosthesis are not yet usable. The main reason is the small number of implanted electrodes, leading to a very poor visual resolution. The resolution is especially not sufficient to detect specific objects (faces, signs, etc.) in the surroundings. We used simulated prosthetic vision (SPV) to show that pre-processing of the camera image could restore these functions, even with low- resolution implants. Specifically, we showed that it is possible to quickly detect and localize human faces located nearby. We suggest that high-level processing of the video stream may be included in current visual neuroprosthesis. This would restore many visuomotor behaviors such as grasping, heading, steering, etc. |
| Databáze: | OpenAIRE |
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