Image Processing Based Indoor Localization System for Assisting Visually Impaired People

被引:0
|
作者
Heya, Tasnia Ashrafi [1 ]
Arefin, Sayed Erfan [1 ]
Chakrabarty, Amitabha [1 ]
Alam, Md. Mazidul [2 ]
机构
[1] BRAC Univ, Dept CSE, Dhaka, Bangladesh
[2] Amer Int Univ Bangladesh, Dept EEE, Dhaka, Bangladesh
来源
PROCEEDINGS OF 5TH IEEE CONFERENCE ON UBIQUITOUS POSITIONING, INDOOR NAVIGATION AND LOCATION-BASED SERVICES (UPINLBS) | 2018年
关键词
Image Processing; Indoor localization; Indoor positioning system; Wireless communication; Color Segmentation; Connected object detection;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Indoor localization or indoor positioning system is a known as a process of detecting position of any object or people inside a building or room by different sensory data collected from different devices using different techniques such as radio waves, magnetic fields, acoustic signals or other procedures. However, lacking of a standard localization system is still a very big concern. Solution of this issue can be very beneficial for people in many cases but it can be especially very beneficial for the visually impaired people. In this paper, an image processing based indoor localization system has been developed using OpenCV and Python by following color detection technique to detect position of the user with maximum accuracy and then location of user is determined by analyzing that location matrix. Location accuracy depends on the size of the matrix and successful identification of target color. Firebase real time database was added to the system which made real time operations between server and the user end device easier. To justify the proposed model, successful experiments were conducted in indoor environments as well and correct result was achieved each time by detecting accurate locations. This will be very advantageous to observe the fully or partially sightless people and guide them towards their destination and also to inspect them for their security purpose.
引用
收藏
页码:586 / 592
页数:7
相关论文
共 50 条
  • [41] A Robust Crowdsourcing-Based Indoor Localization System
    Zhou, Baoding
    Li, Qingquan
    Mao, Qingzhou
    Tu, Wei
    SENSORS, 2017, 17 (04)
  • [42] Indoor Localization System Based on Passive RFID Tags
    Thi Hao Dao
    Quoc Cuong Nguyen
    Van Duc Ngo
    Minh Thuy Le
    Cong Anh Hoang
    PROCEEDINGS FIFTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS, MODELLING AND SIMULATION, 2014, : 579 - 584
  • [43] Research on Image Processing Based Component Localization Techniques
    Liu, Jiawen
    Su, Yixin
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MATERIAL, MECHANICAL AND MANUFACTURING ENGINEERING, 2015, 27 : 1125 - 1129
  • [44] A Novel Indoor Localization Method Based on Image Retrieval and Dead Reckoning
    Qian, Jiuchao
    Cheng, Yuhao
    Ying, Rendong
    Liu, Peilin
    APPLIED SCIENCES-BASEL, 2020, 10 (11):
  • [45] Automatic Visual Fingerprinting for Indoor Image-Based Localization Applications
    Vedadi, Farhang
    Valaee, Shahrokh
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 50 (01): : 305 - 317
  • [46] IMAGE-BASED LOCALIZATION FOR INDOOR ENVIRONMENT USING MOBILE PHONE
    Huang, Yewei
    Wang, Haiting
    Zhan, Kefei
    Zhao, Junqiao
    Gui, Popo
    Feng, Tiantian
    INDOOR-OUTDOOR SEAMLESS MODELLING, MAPPING AND NAVIGATION, 2015, 44 (W5): : 211 - 215
  • [47] A Survey of Image-Based Indoor Localization using Deep Learning
    Bai, Xiaolan
    Huang, May
    Prasad, Neeli Rashmi
    Mihovska, Albena Dimitrova
    2019 22ND INTERNATIONAL SYMPOSIUM ON WIRELESS PERSONAL MULTIMEDIA COMMUNICATIONS (WPMC), 2019,
  • [48] Guidance System Based on Image Processing
    Yu, Dahai
    Shen, Manman
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON ADVANCED CONTROL, AUTOMATION AND ARTIFICIAL INTELLIGENCE (ACAAI 2018), 2018, 155 : 61 - 63
  • [49] A novel indoor localization method using image and virtual grid and its system
    Zhou, Jingmei
    Zhao, Xiangmo
    Xu, Zhigang
    Yang, Lan
    Min, Haigen
    Journal of Information and Computational Science, 2015, 12 (07): : 2583 - 2595
  • [50] Composite Indoor Localization and Positioning System Based on Wi-Fi Repeater Technology
    Rashid, Md Tahmid
    Chowdhury, Md Shadman Sakib
    Nawal, Mehbas Fairuz
    PROCEEDINGS OF THE 2016 IEEE REGION 10 CONFERENCE (TENCON), 2016, : 2130 - 2133