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• W101496726 abstract "In the paper, we propose a camera-based assistive system for visually impaired or blind persons to read text from signage and objects that are held in the hand. The system is able to read text from complex backgrounds and then communicate this information aurally. To localize text regions in images with complex backgrounds, we design a novel text localization algorithm by learning gradient features of stroke orientations and distributions of edge pixels in an Adaboost model. Text characters in the localized regions are recognized by off-the-shelf optical character recognition (OCR) software and transformed into speech outputs. The performance of the proposed system is evaluated on ICDAR 2003 Robust Reading Dataset. Experimental results demonstrate that our algorithm outperforms previous algorithms on some measures. Our prototype system was further evaluated on a dataset collected by 10 blind persons, with the system effectively reading text from complex backgrounds." @default.
• W101496726 created "2016-06-24" @default.
• W101496726 creator A5038048230 @default.
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• W101496726 date "2012-01-01" @default.
• W101496726 modified "2023-09-23" @default.
• W101496726 title "Assistive Text Reading from Complex Background for Blind Persons" @default.
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• W101496726 doi "https://doi.org/10.1007/978-3-642-29364-1_2" @default.
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