VIPEye: Architecture and Prototype Implementation of Autonomous Mobility for Visually Impaired People

被引:0
|
作者
Nawaz, Waqas [1 ]
Bashir, Khalid [1 ]
Khan, Kifayat Ullah [2 ]
Anas, Muhammad [2 ]
Obaid, Hafiz [2 ]
Nadeem, Mughees [2 ]
机构
[1] Islamic Univ Madinah, Dept Comp & Informat Syst, Al Madinah, Saudi Arabia
[2] Natl Univ Comp & Emerging Sci FAST NUCES, Dept Comp Sci, Fast Data Sci FDS, Islamabad, Pakistan
关键词
Safe and Interesting Path (SIP); Visually Impaired People (VIP); autonomous; mobility; computer vision; path guidance; VIPEye prototype; navigation; graph mining;
D O I
10.14569/IJACSA.2020.0110579
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Comfortable movement of a visually impaired person in an unknown environment is non-trivial task due to complete or partial short-sightedness, absence of relevant information and unavailability of assistance from a non-impaired person. To fulfill the visual needs of an impaired person towards autonomous navigation, we utilize the concepts of graph mining and computer vision to produce a viable path guidance solution. We present an architectural perspective and a prototype implementation to determine safe & interesting path (SIP) from an arbitrary source to desired destination with intermediate way points, and guide visually impaired person through voice commands on that path. We also identify and highlight various challenging issues, that came up while developing a prototype solution, i.e. VIPEye An Eye for Visually Impaired People, to this aforementioned problem, in terms of task's difficulty and availability of required resources or information. Moreover, this study provides candidate research directions for researchers, developers, and practitioners in the development of autonomous mobility services for visually impaired people.
引用
收藏
页码:646 / 654
页数:9
相关论文
共 50 条
  • [21] Development of Mobile App to Support the Mobility of Visually Impaired People
    Meenakshi, R.
    Ponnusamy, R.
    Alghamdi, Saleh
    Khalaf, Osama Ibrahim
    Alotaibi, Youseef
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 73 (02): : 3473 - 3495
  • [22] Assistive Device for Guiding Visually Impaired People With Mobility Disorders
    Jimenez, Mario F.
    de Mello, Ricardo C.
    Frizera, Anselmo
    Bastos, Teodiano
    COMPANION OF THE 2018 ACM/IEEE INTERNATIONAL CONFERENCE ON HUMAN-ROBOT INTERACTION (HRI'18), 2018, : 299 - 300
  • [23] Automated Walking Guide to Enhance the Mobility of Visually Impaired People
    Islam, Md Milon
    Sadi, Muhammad Sheikh
    Braunl, Thomas
    IEEE TRANSACTIONS ON MEDICAL ROBOTICS AND BIONICS, 2020, 2 (03): : 485 - 496
  • [24] A Camera-Based Mobility Aid for Visually Impaired People
    Schwarze, Tobias
    Lauer, Martin
    Schwaab, Manuel
    Romanovas, Michailas
    Boehm, Sandra
    Juergensohn, Thomas
    KUNSTLICHE INTELLIGENZ, 2016, 30 (01): : 29 - 36
  • [25] A Smart Clothing Approach for Augmenting Mobility of Visually Impaired People
    Bhatlawande, Shripad
    Borse, Rushikesh
    Solanke, Anjali
    Shilaskar, Swati
    IEEE ACCESS, 2024, 12 : 24659 - 24671
  • [26] Initial development of a PDA mobility aid for visually impaired people
    McGookin, David
    Gibbs, Maya
    Nivala, Annu-Maaria
    Brewster, Stephen
    HUMAN-COMPUTER INTERACTION - INTERACT 2007, PT 2, PROCEEDINGS, 2007, 4663 : 665 - +
  • [27] An Implementation of an Intelligent Assistance System for Visually Impaired/Blind People
    Chen, Liang-Bi
    Su, Jian-Ping
    Chen, Ming-Che
    Chang, Wan-Jung
    Yang, Ching-Hsiang
    Sie, Cheng-You
    2019 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE), 2019,
  • [28] Design and Implementation of a Smart Reader for Blind and Visually Impaired People
    Punith, A.
    Manish, G.
    Sumanth, M. Sai
    Vinay, A.
    Karthik, R.
    Jyothi, K.
    3RD INTERNATIONAL CONFERENCE ON ADVANCEMENTS IN AEROMECHANICAL MATERIALS FOR MANUFACTURING: ICAAMM-2020, 2021, 2317
  • [29] Image Recognition-Based Architecture to Enhance Inclusive Mobility of Visually Impaired People in Smart and Urban Environments
    Paiva, Sara
    Amaral, Antonio
    Goncalves, Joana
    Lima, Rui
    Barreto, Luis
    SUSTAINABILITY, 2022, 14 (18)
  • [30] Prototype of guide robot using marks in dynamic environments for visually impaired people
    Rumipamba L, Jose A.
    Perez C, Anibal R.
    Flores A, Christian E.
    Romero S, Jhonny M.
    2019 INTERNATIONAL CONFERENCE ON IMAGE AND VIDEO PROCESSING, AND ARTIFICIAL INTELLIGENCE, 2019, 11321