Multisensor - Based Object Detection in Indoor Environment for Visually Impaired People

Charmi T. Patel, Vaidehi J. Mistry,Laxmi S. Desai,Yogesh K. Meghrajani

2018 Second International Conference on Intelligent Computing and Control Systems (ICICCS)(2018)

引用 11|浏览0
暂无评分
摘要
Human vision plays a vital role in awareness about surrounding environment. The term visual impairment covers wide range and variety of vision, from blindness and lack of usable sight; to low vision, which cannot be corrected to normal vision with standard eyeglasses or contact lenses. Visually impaired tools can assist them to enrich their lifestyle. To provide assistance to visually impaired people, this paper presents multisensor-based system for object detection in indoor environment. Object detection is performed on a captured image using statistical parameters, which is further validated using support vector machine algorithm. To increase the accuracy of the object detection, multi-sensor concept is employed by interfacing ultrasonic sensor. Moreover, small object near feet is detected using infrared sensor. Experimental results show efficacy of the proposed method.
更多
查看译文
关键词
Acoustics,Universal Serial Bus,Webcams,Object detection,Floors,Statistical analysis,Conferences
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要