دانلود مقاله ISI انگلیسی شماره 81142
ترجمه فارسی عنوان مقاله

طرح پردازش تصویر فازی برای ناوبری مستقل از نابینایی انسان

عنوان انگلیسی
Fuzzy image processing scheme for autonomous navigation of human blind
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
81142 2007 8 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Applied Soft Computing, Volume 7, Issue 1, January 2007, Pages 257–264

ترجمه کلمات کلیدی
کمک های سفر الکترونیکی؛ ناوبری نابینا؛ خوشه بندی فازی؛ الگو شناسی؛ Sonification؛ تعویض چشم انداز؛ پردازش تصویر
کلمات کلیدی انگلیسی
Electronic travel aid; Blind navigation; Fuzzy clustering; Pattern recognition; Sonification; Vision substitution; Image processing
پیش نمایش مقاله
پیش نمایش مقاله  طرح پردازش تصویر فازی برای ناوبری مستقل از نابینایی انسان

چکیده انگلیسی

The main objective of this work is to develop an electronic travel aid to assist the blinds for obstacle identification in their navigation. This navigation assistance for visually impaired (NAVI) system presented in this paper consists of a single board processing system (SBPS), a vision sensor mounted headgear and a pair of stereo earphones. The image environment in front of the blind is captured by the vision sensor. The image is processed by a new real time image processing scheme using fuzzy clustering algorithms. The processed image is mapped onto a specially structured stereo acoustic patterns and transferred to the stereo earphones in the system. Blind individuals were trained with NAVI system and tested for obstacle identification. Suggestions from the blind volunteers regarding pleasantness and discrimination of sound pattern were also incorporated in the prototype. The proposed processing methodology is found to be effective for object identification and for producing stereo sound patterns in the NAVI system.