Basira: An Intelligent Mobile Application for Real-Time Comprehensive Assistance for Visually Impaired Navigation

被引:0
|
作者
Alshahrani, Amal [1 ]
Alqurashi, Areej [1 ]
Imam, Nuha [1 ]
Alghamdi, Amjad [1 ]
Alzahrani, Raghad [1 ]
机构
[1] Umm Al Qura Univ, Coll Comp, Comp Sci & Artificial Intelligence Dept, Mecca, Saudi Arabia
关键词
Visual impairment; mobility application; computer vision; object detection; obstacle detection;
D O I
10.14569/IJACSA.2024.0150947
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Individuals with visual impairments face numerous challenges in their daily lives, with navigating streets and public spaces being particularly daunting. The inability to identify safe crossing locations and assess the feasibility of crossing significantly restricts their mobility and independence. The profound impact of visual impairments on daily activities underscores the urgent need for solutions to improve mobility and enhance safety. This study aims to address this pressing issue by leveraging computer vision and deep learning techniques to enhance object detection capabilities. The Basira mobile application was developed using the Flutter platform and integrated with a detection model. The application features voice command functionality to guide users during navigation and assist in identifying daily items. It can recognize a wide range of obstacles and objects in real-time, enabling users to make informed decisions while navigating. Initial testing of the application has shown promising results, with clear improvements in users' ability to navigate safely and confidently in various environments. Basira enhances independence and contributes to improving the quality of life for individuals with visual impairments. This study represents a significant step towards developing innovative technological solutions aimed at enabling all individuals to navigate freely and safely.
引用
收藏
页码:471 / 478
页数:8
相关论文
共 50 条
  • [21] A transformer based real-time photo captioning framework for visually impaired people with visual attention
    Muhammed Kunju A.K.
    Baskar S.
    Zafar S.
    A R B.
    S R.
    A S.K.
    Multimedia Tools and Applications, 2024, 83 (41) : 88859 - 88878
  • [22] PerSEEption: Mobile and Web Application Framework for Visually Impaired Individuals
    De Jesus, Jan Adalbert P.
    Gatpolintan, Khyle Andrei, V
    Manga, Charmaine Lilan Q.
    Trono, Mary Rose L.
    Yabut, Emeliza R.
    2021 1ST INTERNATIONAL CONFERENCE IN INFORMATION AND COMPUTING RESEARCH (ICORE 2021), 2021, : 205 - 210
  • [23] DEEP-SEE: Joint Object Detection, Tracking and Recognition with Application to Visually Impaired Navigational Assistance
    Tapu, Ruxandra
    Mocanu, Bogdan
    Zaharia, Titus
    SENSORS, 2017, 17 (11):
  • [24] A Novel Real-Time Text-to-Speech System Using Raspberry Pi for Assisting the Visually Impaired
    Ben Atitallah, Ahmed
    Kammoun, Manel
    Atitallah, Mohamed Amin Ben
    Albekairi, Mohammed
    Said, Yahia
    Boudabous, Anis
    Kaaniche, Khaled
    Atri, Mohamed
    TRAITEMENT DU SIGNAL, 2024, 41 (06) : 3183 - 3192
  • [25] Teleguidance-based remote navigation assistance for visually impaired and blind people—usability and user experience
    Babar Chaudary
    Sami Pohjolainen
    Saima Aziz
    Leena Arhippainen
    Petri Pulli
    Virtual Reality, 2023, 27 : 141 - 158
  • [26] Using a Mobile Application to Help Visually Impaired Individuals Explore the Outdoors
    Long, Shelby K.
    Karpinsky, Nicole D.
    Doner, Hilal
    Still, Jeremiah D.
    ADVANCES IN DESIGN FOR INCLUSION, 2016, 500 : 213 - 223
  • [27] 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
  • [28] Mobile Based Navigation System for Visually Impaired Person Using Image Detection with Voice Translation
    Costales, Jefferson A.
    Vida, Art Kenneth S.
    Albino, Michael G.
    2023 3RD INTERNATIONAL CONFERENCE ON INFORMATION COMMUNICATION AND SOFTWARE ENGINEERING, ICICSE, 2023, : 32 - 36
  • [29] Teleguidance-based remote navigation assistance for visually impaired and blind people-usability and user experience
    Chaudary, Babar
    Pohjolainen, Sami
    Aziz, Saima
    Arhippainen, Leena
    Pulli, Petri
    VIRTUAL REALITY, 2023, 27 (01) : 141 - 158
  • [30] Developer Assistance Tools for Creating Native Mobile Applications Accessible to Visually Impaired People: A Systematic Review
    Barbosa Andrade de Oliveira, Arthur Floriano
    Leite Filgueiras, Lucia Vilela
    PROCEEDINGS OF THE 17TH BRAZILIAN SYMPOSIUM ON HUMAN FACTORS IN COMPUTING SYSTEMS (IHC 2018), 2015,