Machine learning and image processing technique to describe outdoor scenes for visually impaired people

被引：0
|
作者：
Pavithra, S. [1 ]
Prabhakaran, V. [2 ]
Vidhya, T. Helan [1 ]
Gururaj, D. [1 ]
Priya, P. Shanmuga [1 ]
机构：
[1] Rajalakshmi Engn Coll, Dept Elect & Commun Engn, Chennai, Tamil Nadu, India
[2] Aarupadai Veedu Inst Technol, Dept Biomed Engn, Chennai, Tamil Nadu, India
来源：
INTERNATIONAL JOURNAL OF ENGINEERING SYSTEMS MODELLING AND SIMULATION | 2024年 / 15卷 / 02期
关键词：
blind; assistive device; image processing; speech processing; image recognition;
D O I：
10.1504/IJESMS.2024.136970
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
It is estimated that there are about 280 million visually impaired individuals in the globe, who are unable to see and experience the world in the same manner that a normal human being does. Using digital image processing and voice processing, we want to assist visually impaired individuals in interacting with the actual world by narrating the descriptions of a scene in front of them, as described in our article. In addition to this, our gadget serves as a personal assistant by keeping the user up to speed on the latest developments.
引用
收藏
页码：63 / 67
页数：6
相关论文
共 50 条
  • [1] An Indoor and Outdoor Navigation System for Visually Impaired People
    Croce, Daniele
    Giarre, Laura
    Pascucci, Federica
    Tinnirello, Ilenia
    Galioto, Giovanni Ettore
    Garlisi, Domenico
    Lo Valvo, Alice
    IEEE ACCESS, 2019, 7 : 170406 - 170418
  • [2] Image Processing Based Indoor Localization System for Assisting Visually Impaired People
    Heya, Tasnia Ashrafi
    Arefin, Sayed Erfan
    Chakrabarty, Amitabha
    Alam, Md. Mazidul
    PROCEEDINGS OF 5TH IEEE CONFERENCE ON UBIQUITOUS POSITIONING, INDOOR NAVIGATION AND LOCATION-BASED SERVICES (UPINLBS), 2018, : 586 - 592
  • [3] Sainet: An Image Processing App for Assistance of Visually Impaired People in Social Interaction Scenarios
    Salido, Jesus
    Deniz, Oscar
    Bueno, Gloria
    BIOINFORMATICS AND BIOMEDICAL ENGINEERING (IWBBIO 2016), 2016, 9656 : 467 - 477
  • [4] An IoT Machine Learning-Based Mobile Sensors Unit for Visually Impaired People
    Dhou, Salam
    Alnabulsi, Ahmad
    Al-Ali, A. R.
    Arshi, Mariam
    Darwish, Fatima
    Almaazmi, Sara
    Alameeri, Reem
    SENSORS, 2022, 22 (14)
  • [5] Image and Video Processing for Visually Handicapped People
    Thierry Pun
    Patrick Roth
    Guido Bologna
    Konstantinos Moustakas
    Dimitrios Tzovaras
    EURASIP Journal on Image and Video Processing, 2007
  • [6] A Multilingual Handwriting Learning System for Visually Impaired People
    Islam, Muhammad Nazrul
    Jahangir, Raiyan
    Mohim, Nasif Shahriar
    Wasif-Ul-Islam, Md.
    Ashraf, Anika
    Khan, Nafiz Imtiaz
    Mahjabin, Mohammad Ratul
    Miah, Abu Saleh Musa
    Shin, Jungpil
    IEEE ACCESS, 2024, 12 : 10521 - 10534
  • [7] Towards Intelligent Assistive System for Visually Impaired People: Outdoor Navigation System
    Gamal, Omar
    Thakkar, Shubham
    Roth, Hubert
    2020 24TH INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2020, : 390 - 397
  • [8] Smart Glasses for Visually Impaired Using Image Processing Techniques
    Karthikayan, P. N.
    Pushpakumar, R.
    PROCEEDINGS OF THE 2021 FIFTH INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC 2021), 2021, : 1322 - 1327
  • [9] Software to Assist Visually Impaired People During the Craps Game Using Machine Learning on Python']Python Platform
    Hernandez Diaz, Nicolas
    Penaloza, Yersica C.
    Yuliana Rios, Y.
    Magre Colorado, Luz A.
    SMART TECHNOLOGIES, SYSTEMS AND APPLICATIONS, SMARTTECH-IC 2021, 2022, 1532 : 175 - 189
  • [10] Deep Learning Based Mobile Assistive Device for Visually Impaired People
    Lee, Chan-Su
    Lee, Jae-Ik
    Seo, Han Eol
    2021 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS-ASIA (ICCE-ASIA), 2021,
12345