An Indoor and Outdoor Navigation System for Visually Impaired People

被引:32
|
作者
Croce, Daniele [1 ,5 ]
Giarre, Laura [2 ]
Pascucci, Federica [3 ]
Tinnirello, Ilenia [1 ]
Galioto, Giovanni Ettore [1 ]
Garlisi, Domenico [4 ]
Lo Valvo, Alice [1 ]
机构
[1] Univ Palermo, Engn Dept, I-90128 Palermo, Italy
[2] Univ Modena & Reggio Emilia, Engn Dept Enzo Ferrari, I-41125 Modena, Italy
[3] Univ Roma Tre, Engn Dept, I-00146 Rome, Italy
[4] Natl Interuniv Consortium Telecommun, I-43124 Parma, Italy
[5] Univ Roma La Sapienza, Comp Sci Dept, I-00198 Rome, Italy
来源
IEEE ACCESS | 2019年 / 7卷
关键词
Sensors; Cameras; Computer vision; Dead reckoning; Vibrations; Frequency measurement; Navigation; Kalman filtering; visually impaired; computer vision; dead reckoning; BLIND;
D O I
10.1109/ACCESS.2019.2955046
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we present a system that allows visually impaired people to autonomously navigate in an unknown indoor and outdoor environment. The system, explicitly designed for low vision people, can be generalized to other users in an easy way. We assume that special landmarks are posed for helping the users in the localization of pre-defined paths. Our novel approach exploits the use of both the inertial sensors and the camera integrated into the smartphone as sensors. Such a navigation system can also provide direction estimates to the tracking system to the users. The success of out approach is proved both through experimental tests performed in controlled indoor environments and in real outdoor installations. A comparison with deep learning methods has been presented.
引用
收藏
页码:170406 / 170418
页数:13
相关论文
共 50 条
  • [1] A Smart Outdoor Navigation System for Visually Impaired People
    Dabran, Itai
    Shalev, Shahar
    Shiber, Aviad
    Raitzes, Oded
    [J]. SYSTOR '19: PROCEEDINGS OF THE 12TH ACM INTERNATIONAL SYSTEMS AND STORAGE CONFERENCE, 2019, : 184 - 184
  • [2] Localization Techniques in Indoor Navigation System for Visually Impaired people
    Mahida, Payal T.
    Shahrestani, Seyed
    Cheung, Hon
    [J]. 2017 17TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT), 2017,
  • [3] Novel indoor navigation system for Visually Impaired and blind people
    Chaccour, Kabalan
    Badr, Georges
    [J]. 2015 INTERNATIONAL CONFERENCE ON APPLIED RESEARCH IN COMPUTER SCIENCE AND ENGINEERING (ICAR), 2015,
  • [4] An Indoor Navigation System for the Visually Impaired
    Guerrero, Luis A.
    Vasquez, Francisco
    Ochoa, Sergio F.
    [J]. SENSORS, 2012, 12 (06) : 8236 - 8258
  • [5] An Outdoor Navigation Assistance System for Visually Impaired People in Public Transportation
    Martinez-Cruz, Salvador
    Morales-Hernandez, Luis A.
    Perez-Soto, Gerardo, I
    Benitez-Rangel, Juan P.
    Camarillo-Gomez, Karla A.
    [J]. IEEE ACCESS, 2021, 9 : 130767 - 130777
  • [6] Towards Intelligent Assistive System for Visually Impaired People: Outdoor Navigation System
    Gamal, Omar
    Thakkar, Shubham
    Roth, Hubert
    [J]. 2020 24TH INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2020, : 390 - 397
  • [7] LiFi and Voice Based Indoor Navigation System for Visually Impaired People
    Botre, Monika Ramchandra
    Askhedkar, Anjali R.
    [J]. 2019 IEEE PUNE SECTION INTERNATIONAL CONFERENCE (PUNECON), 2019,
  • [8] Developing an Ultra Wideband Indoor Navigation System for Visually Impaired People
    Alnafessah, Ahmad
    Al-Ammar, Mai
    Al-Hadhrami, Suheer
    Al-Salman, Abdulmalik
    Al-Khalifa, Hend
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2016, 12 (07):
  • [9] Design, Implementation and Evaluation of an Indoor Navigation System for Visually Impaired People
    Santos Martinez-Sala, Alejandro
    Losilla, Fernando
    Carlos Sanchez-Aarnoutse, Juan
    Garcia-Haro, Joan
    [J]. SENSORS, 2015, 15 (12): : 32168 - 32187
  • [10] Indoor Navigation System using Acoustic Cuing for Visually Impaired People
    Yang, Guojun
    Saniie, Jafar
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT), 2018, : 504 - 508