Real-Time Object Detection Application for Visually Impaired People: Third Eye

被引:0
|
作者
Tosun, Selman [1 ]
Karaarslan, Enis [1 ]
机构
[1] Mugla Sitki Kocman Univ, Dept Comp Engn, Mugla, Turkey
关键词
Mobile Computing; Image Processing; Machine learning; Visually Impaired;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Visually impaired people can't move safely outdoors because they can not perceive the outside obstacles as normal people. The prototype application in this study aims to make the visually impaired people's lives easier with the mobile devices. The mobile application with the designed chest apparatus will be like a virtual third eye that is not too costly and easily accessible. All the design and codes is shared with GPL free software licence. The application is developed for the Android platform. Image processing and machine learning technologies are used. Methods, design, and findings are discussed.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Real-Time Object Detection and Face Recognition Application for the Visually Impaired
    Sanjar, Karshiev
    Bang, Soyoun
    Ryue, Sookhee
    Jung, Heechul
    CMC-COMPUTERS MATERIALS & CONTINUA, 2024, 79 (03):
  • [2] Real-Time Object Detection for Visually Challenged People
    Vaidya, Sunit
    Shah, Naisha
    Shah, Niti
    Shankarmani, Radha
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS 2020), 2020, : 311 - 316
  • [3] Real-time Object Detection for Visually Impaired with Optimal Combination of Scores
    Nijhawan, Siddharth Sagar
    Kumar, Aditi
    Bhardwaj, Shubham
    Nijhawan, Geeta
    PROCEEDINGS OF THE 2019 6TH INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT (INDIACOM), 2019, : 307 - 311
  • [4] A Real-Time Detection of Indian Traffic Signs for Visually Impaired People
    Madake, Jyoti
    Badade, Mahesh
    Barve, Mrunal
    Bhatlawande, Shripad
    Shilaskar, Swati
    INTELLIGENT SYSTEMS AND APPLICATIONS, ICISA 2022, 2023, 959 : 237 - 247
  • [5] ARAware: Assisting Visually Impaired People with Real-Time Critical Moving Object Identification
    Surougi, Hadeel
    Zhao, Cong
    McCann, Julie A.
    SENSORS, 2024, 24 (13)
  • [6] Real-Time Detection of Pedestrian Traffic Lights for Visually-Impaired People
    Ghilardi, Marcelo C.
    Simoes, Gabriel
    Wehrmann, Jonatas
    Manssour, Isabel H.
    Barros, Rodrigo C.
    2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2018,
  • [7] VisiSafe: Real-Time Fall Detection for Visually Impaired People Using RF Sensing
    Khan, Muhammad Zakir
    Althobaiti, Turke
    Almutiry, Muhannad
    Rashid, Umar
    Ramzan, Naeem
    IEEE SENSORS JOURNAL, 2025, 25 (03) : 5654 - 5667
  • [8] Object Detection and Localization for Visually Impaired People
    Joseph, Shalini
    Dhananjaya, V.
    2023 International Conference on Network, Multimedia and Information Technology, NMITCON 2023, 2023,
  • [9] Detecting Real Time Object Along with the Moving Direction for Visually Impaired People
    Zereen, Aniqua Nusrat
    Corraya, Sonia
    2016 2ND INTERNATIONAL CONFERENCE ON ELECTRICAL, COMPUTER & TELECOMMUNICATION ENGINEERING (ICECTE), 2016,
  • [10] A Comparative Study in Real-Time Scene Sonification for Visually Impaired People
    Hu, Weijian
    Wang, Kaiwei
    Yang, Kailun
    Cheng, Ruiqi
    Ye, Yaozu
    Sun, Lei
    Xu, Zhijie
    SENSORS, 2020, 20 (11)