An improved object identification for NAVI

R. Nagarajan, G. Sainarayanan, S. Yacoob, R. R. Porle
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引用次数: 16

Abstract

Navigation assistance for visually impaired (NAVI) is a vision substitute system designed to assist blind people for autonomous navigation. NAVI working concept is based on 'image to sound' conversion whereby input image captured from the video sensor is processed and transformed into stereo sound pattern. The sound is conveyed to blind's auditory system via stereo headphones. Processing in NAVI can be divided into two sub modules, which are the vision module and sonification module. In the vision module, image processing is employed to identify objects from the image. This paper presents an improved object identification methodology for NAVI. Objects are identified by its closed boundary. Properties of each object are evaluated using AI technique as to assign vision preference, so that blind user can determine the location as well as other properties of that object. Experimentation and results are presented to evaluate the proposed methodology for blind navigation purposes.
一种改进的NAVI目标识别方法
视觉辅助导航系统(NAVI)是一种帮助盲人自主导航的视觉替代系统。NAVI的工作原理是基于“图像到声音”的转换,即从视频传感器捕获的输入图像被处理并转化为立体声模式。声音通过立体声耳机传递到盲人的听觉系统。导航系统的处理可分为两个子模块,即视觉模块和超声模块。在视觉模块中,使用图像处理从图像中识别物体。提出了一种改进的NAVI目标识别方法。物体由其封闭的边界来识别。使用人工智能技术评估每个对象的属性以分配视觉偏好,以便盲人用户可以确定该对象的位置以及其他属性。实验和结果验证了盲导航方法的有效性。
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