Smart real-time multi-camera people locating system

被引:0
|
作者
Konieczka, Adam [1 ]
Balcerek, Julian [1 ]
Andrzejewski, Marcin [1 ]
Kaczmarek, Szymon [1 ]
Szczygiel, Jakub [1 ]
机构
[1] Poznan Univ Tech, Div Signal Proc & Elect Syst, Inst Automat & Robot, Poznan, Poland
关键词
people tracking; people detection; YOLO network; image recognition; TRACKING;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The article presents a multi-camera video monitoring system for rooms, which allows for real-time tracking of the places where individual people are. The system uses easily accessible, cheap cameras (e.g. installed in smartphones). Video stream is sent via IP protocol to a central server. The server performs image analysis using the YOLO neural network The places where the detected people are located are marked on the virtual room plan that can be accessed using web browser.
引用
收藏
页码:98 / 103
页数:6
相关论文
共 50 条
  • [1] Multi-camera system for real-time pose estimation
    Savakis, Andreas
    Erhard, Matthew
    Schimmel, James
    Hnatow, Justin
    [J]. INTELLIGENT COMPUTING: THEORY AND APPLICATIONS V, 2007, 6560
  • [2] Smart surveillance system for real-time multi-person multi-camera tracking at the edge
    Gaikwad, Bipin
    Karmakar, Abhijit
    [J]. JOURNAL OF REAL-TIME IMAGE PROCESSING, 2021, 18 (06) : 1993 - 2007
  • [3] Smart surveillance system for real-time multi-person multi-camera tracking at the edge
    Bipin Gaikwad
    Abhijit Karmakar
    [J]. Journal of Real-Time Image Processing, 2021, 18 : 1993 - 2007
  • [4] Real-time multi-camera video analytics system on GPU
    Guler, Puren
    Emeksiz, Deniz
    Temizel, Alptekin
    Teke, Mustafa
    Temizel, Tugba Taskaya
    [J]. JOURNAL OF REAL-TIME IMAGE PROCESSING, 2016, 11 (03) : 457 - 472
  • [5] Real-Time Scalable System For Face Tracking In Multi-Camera
    Ozdemir, Mehmet F.
    Hanbay, Davut
    [J]. JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, 2024,
  • [6] Real-Time Multiple Pedestrians Tracking in Multi-camera System
    Chen, Muchun
    Chen, Yugang
    Truong Tan Loc
    Ni, Bingbing
    [J]. MULTIMEDIA MODELING (MMM 2020), PT I, 2020, 11961 : 468 - 479
  • [7] Multi-Camera Real-Time Breathing Guidance System for Radiotherapy
    Lai, Chih-Lu
    Chen, Hsin-Liang
    Cheng, Yung-Chang
    Li, Zong-Cheng
    Wu, Yuan-Hung
    Liu, Wei-Min
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS - TAIWAN (ICCE-TW), 2015, : 374 - 375
  • [8] Real-time multi-camera video analytics system on GPU
    Puren Guler
    Deniz Emeksiz
    Alptekin Temizel
    Mustafa Teke
    Tugba Taskaya Temizel
    [J]. Journal of Real-Time Image Processing, 2016, 11 : 457 - 472
  • [9] A REAL-TIME 3-D MULTI-CAMERA VISION SYSTEM
    LUH, JYS
    KLAASEN, JA
    [J]. PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS, 1984, 449 : 400 - 408
  • [10] A real-time multi-camera vision system for UAV collision warning and navigation
    Zarandy, Akos
    Nemeth, Mate
    Nagy, Zoltan
    Kiss, Andras
    Santha, Levente
    Zsedrovits, Tamas
    [J]. JOURNAL OF REAL-TIME IMAGE PROCESSING, 2016, 12 (04) : 709 - 724