Finding objects for assisting blind people
Computer vision technology has been widely used for blind assistance, such as navigation and way finding. However, few camera-based systems are developed for helping blind or visually impaired people to find daily necessities. In this paper, we propose a prototype system of blind-assistant object fi...
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Veröffentlicht in: | Network modeling and analysis in health informatics and bioinformatics 2013-07, Vol.2 (2), p.71-79 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Computer vision technology has been widely used for blind assistance, such as navigation and way finding. However, few camera-based systems are developed for helping blind or visually impaired people to find daily necessities. In this paper, we propose a prototype system of blind-assistant object finding by camera-based network and matching-based recognition. We collect a dataset of daily necessities and apply Speeded-Up Robust Features and Scale Invariant Feature Transform feature descriptors to perform object recognition. Experimental results demonstrate the effectiveness of our prototype system. |
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ISSN: | 2192-6662 2192-6670 |
DOI: | 10.1007/s13721-013-0026-x |