Enhancement and Development of Smart Glasses System for Visually Impaired Persons by Using Intelligent System
Journal: International Journal of Computer Science and Mobile Computing - IJCSMC (Vol.9, No. 8)Publication Date: 2020-08-30
Authors : Ali Salem Bin Sama;
Page : 40-49
Keywords : Intelligent System; visually impaired people; obstacles detection; indoor environment; object recognition;
Abstract
Moving and travelling in unfamiliar environments are basic and challenging daily activities for visually impaired people. The visually impaired people are facing the difficulty for mobility or travelling. To overcome the travelling difficulty for the visually impaired, this paper presents an Enhancement and Development of Smart Glasses System (EDSGS) for Visually Impaired People by Using an Intelligent System to improve the quality of their lives and giving them guidance efficiently and safely. For totally blind people, there are auditory cues were developed to inform the direction where they can go ahead. An intelligent system to recognize the objects that can face the visually impaired persons through there mobility in indoor environment or travelling, this paper with high efficiency and accuracy is developed. A combination of Support Vector Machine (SVM) with Gray Wolfe Optimizer as an efficient hybrid intelligent system for classifying of objects is introduced. For evaluating the performances and the accuracy of the presented system, a number of images are employed.
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Last modified: 2020-08-18 00:42:57