Assistance and Rehabilitation for Visually Impaired using Image Processing

{"title":"Assistance and Rehabilitation for Visually Impaired using Image Processing","authors":"","doi":"10.46632/daai/3/1/10","DOIUrl":null,"url":null,"abstract":"Visually impaired people find it difficult to identify unknown objects. Some objects may cause harm to them and in this pandemic situation it is not safe to touch each and every object even it is not harmful. The Project that we preferred is to find solution to overcome problems faced by visually-impaired people using object detection. Object detection is an image processing technology that helps us to retrieve data from an image and identify the object. This system can help to detect the objects with its characteristics with the use of image processing techniques. In this system some feature extraction algorithms like SURF are developed to extracting the important features of the object. After feature extraction the extracted values are compared and classified by the classifier algorithm like KNN. The overall concepts are developed and recognized by mat lab software.","PeriodicalId":226827,"journal":{"name":"Data Analytics and Artificial Intelligence","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2023-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Data Analytics and Artificial Intelligence","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.46632/daai/3/1/10","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

Visually impaired people find it difficult to identify unknown objects. Some objects may cause harm to them and in this pandemic situation it is not safe to touch each and every object even it is not harmful. The Project that we preferred is to find solution to overcome problems faced by visually-impaired people using object detection. Object detection is an image processing technology that helps us to retrieve data from an image and identify the object. This system can help to detect the objects with its characteristics with the use of image processing techniques. In this system some feature extraction algorithms like SURF are developed to extracting the important features of the object. After feature extraction the extracted values are compared and classified by the classifier algorithm like KNN. The overall concepts are developed and recognized by mat lab software.
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视障人士影像处理之辅助与复健
视力受损的人很难识别未知的物体。有些物体可能会对他们造成伤害,在这种大流行的情况下,即使没有伤害,触摸每一个物体也是不安全的。我们首选的项目是通过物体检测来解决视障人士所面临的问题。物体检测是一种图像处理技术,它可以帮助我们从图像中检索数据并识别物体。该系统利用图像处理技术对具有其特征的物体进行检测。在该系统中,开发了SURF等特征提取算法来提取目标的重要特征。特征提取后,用KNN等分类器算法对提取值进行比较和分类。整体概念是由mat lab软件开发和识别的。
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