Computer Vision and Iot Based Smart System for Visually Impaired People

被引:7
|
作者
Rao, Sneha [1 ]
Singh, Vishwa Mohan [1 ]
机构
[1] MIT World Peace Univ, Comp Engn & Technol, Pune, Maharashtra, India
关键词
Computer Vision; Machine Learning; IoT; Object Detection; Navigation;
D O I
10.1109/Confluence51648.2021.9377120
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
For people who are visually impaired, navigation is a challenge they encounter on a daily basis. For the same, use of walking sticks have become a common practice. Although, there are a lot of limitation of just relying on a blind stick. A more suitable method will alert the user about the nature of the obstacle and should also be of assistance in guiding the user to their location. In this paper, we propose an architecture of an assistance system revolving around a shoe that employees IoT devices and sensors along with computer vision algorithms to provide functionalities like obstacle detection, avoidance and navigation. The method uses a smartphone based voice assistance and guides the user with appropriate haptic feedback calculated using various sensors and actuators.
引用
收藏
页码:552 / 556
页数:5
相关论文
共 50 条
  • [41] Sensor Enabled Proximity Detection with Hybridisation of IoT and Computer Vision Models to Assist the Visually Impaired
    Sajini, S.
    Pushpa, B.
    ENGINEERING TECHNOLOGY & APPLIED SCIENCE RESEARCH, 2023, 13 (06) : 12284 - 12288
  • [42] ENORASI Assistive Computer Vision-based System for the Visually Impaired: A User Evaluation Study
    Mitsou, Alexandros
    Koutsiou, Dimitra-Christina C.
    Diamantis, Dimitrios E.
    Psallidas, Theodoros
    Dimas, George
    Vasilakakis, Michael
    Kalozoumis, Panagiotis
    Spyrou, Evaggelos
    Perantonis, Stavros J.
    Krukowski, Artur
    Iakovidis, Dimitris K.
    PROCEEDINGS OF THE 15TH INTERNATIONAL CONFERENCE ON PERVASIVE TECHNOLOGIES RELATED TO ASSISTIVE ENVIRONMENTS, PETRA 2022, 2022, : 668 - 677
  • [43] Computer Vision-Based Assistance System for Visually Impaired Individuals in Vending Machine Interactions
    Reyes Leiva, Karla Miriam
    Daou, Roy Abi Zeid
    Serrano Olmedo, Jose Javier
    2023 IEEE 41ST CENTRAL AMERICA AND PANAMA CONVENTION, CONCAPAN XLI, 2023, : 13 - 19
  • [44] Smart Stick for the Blind and Visually Impaired People
    Agrawal, Mukesh Prasad
    Gupta, Atma Ram
    PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INVENTIVE COMMUNICATION AND COMPUTATIONAL TECHNOLOGIES (ICICCT), 2018, : 542 - 545
  • [45] SMART CUP HOLDER FOR VISUALLY IMPAIRED PEOPLE
    Aryanti, Aryanti
    Lin, Wei-Cong
    Lin, Chih-Yi
    Henriquez, Billy Brian
    Mekongga, Ikhthison
    See, Aaron Raymond
    3RD FORUM IN RESEARCH, SCIENCE, AND TECHNOLOGY (FIRST 2019) INTERNATIONAL CONFERENCE, 2020, 1500
  • [46] Smart Cane for Assisting Visually Impaired People
    Nandini, A., V
    Dwivedi, Aniket
    Kumar, Nilita Anil
    Ashwin, T. S.
    Vishnuvardhan, V.
    Guddeti, Ram Mohana Reddy
    PROCEEDINGS OF THE 2019 IEEE REGION 10 CONFERENCE (TENCON 2019): TECHNOLOGY, KNOWLEDGE, AND SOCIETY, 2019, : 546 - 551
  • [47] A Vision-based System Supports Mapping Services for Visually Impaired People in Indoor Environments
    Quoc-Hung Nguyen
    Hai Vu
    Thanh-Hai Tran
    Quang-Hoan Nguyen
    2014 13TH INTERNATIONAL CONFERENCE ON CONTROL AUTOMATION ROBOTICS & VISION (ICARCV), 2014, : 1518 - 1523
  • [48] Use of Computer Vision to Develop a Device to Assist Visually Impaired People with Social Distance
    Nadolskis, Lucas
    THIRTY-FIFTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, THIRTY-THIRD CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND THE ELEVENTH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2021, 35 : 15974 - 15975
  • [49] An Intuitive Mobility Aid for Visually Impaired People based on Stereo Vision
    Schwarze, Tobias
    Lauer, Martin
    Schwaab, Manuel
    Romanovas, Michailas
    Boehm, Sandra
    Juergensohn, Thomas
    2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOP (ICCVW), 2015, : 409 - 417
  • [50] Computer Vision and Text Recognition for Assisting Visually Impaired People using Android Smartphone
    Jiang, Hao
    Gonnot, Thomas
    Yi, Won-Jae
    Saniie, Jafar
    2017 IEEE INTERNATIONAL CONFERENCE ON ELECTRO INFORMATION TECHNOLOGY (EIT), 2017, : 350 - 353