Deep learning models for vision-based occupancy detection in high occupancy buildings

被引:0
|
作者
Zhang, Wuxia [1 ]
Calautit, John [1 ]
Tien, Paige Wenbin [1 ]
Wu, Yupeng [1 ]
Wei, Shuangyu [2 ]
机构
[1] Department of Architecture and Built Environment, University of Nottingham, Nottingham,NG7 2RD, United Kingdom
[2] Welsh School of Architecture, Cardiff University, Cardiff,CF10 3NB, United Kingdom
来源
关键词
1101.2 Machine Learning - 1101.2.1 Deep Learning - 1301.1.3 Atomic and Molecular Physics;
D O I
10.1016/j.jobe.2024.111355
中图分类号
学科分类号
摘要
58
引用
收藏
相关论文
共 50 条
  • [31] Low Latency Deep Learning Based Parking Occupancy Detection By Exploiting Structural Similarity
    Ng, Chin-Kit
    Cheong, Soon-Nyean
    Foo, Yee-Loo
    COMPUTATIONAL SCIENCE AND TECHNOLOGY (ICCST 2019), 2020, 603 : 247 - 256
  • [32] Deep Learning for Accurate Corner Detection in Computer Vision-Based Inspection
    Ercan, M. Fikret
    Ben Wang, Ricky
    COMPUTATIONAL SCIENCE AND ITS APPLICATIONS, ICCSA 2021, PT II, 2021, 12950 : 45 - 54
  • [33] DeepClass: Edge Based Class Occupancy Detection Aided by Deep Learning and Image Cropping
    Tse, Rita
    Monti, Lorenzo
    Im, Marcus
    Mirri, Silvia
    Pau, Giovanni
    Salomoni, Paola
    TWELFTH INTERNATIONAL CONFERENCE ON DIGITAL IMAGE PROCESSING (ICDIP 2020), 2020, 11519
  • [34] Vision-based Analytics of Flare Stacks Using Deep Learning Detection
    Al Radi, Muaz
    Boumaraf, Said
    Karki, Hamad
    Dias, Jorge
    Werghi, Naoufel
    Javed, Sajid
    2023 21ST INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS, ICAR, 2023, : 467 - 472
  • [35] Synthesizing the performance of deep learning in vision-based pavement distress detection
    Zihan, Zia U. A.
    Smadi, Omar
    Tilberg, Miranda
    Yamany, Mohamed S.
    INNOVATIVE INFRASTRUCTURE SOLUTIONS, 2023, 8 (11)
  • [36] Vision-based Deep Learning algorithm for Underwater Object Detection and Tracking
    Alla, Durga Nooka Venkatesh
    Jyothi, V. Bala Naga
    Venkataraman, H.
    Ramadass, G. A.
    OCEANS 2022, 2022,
  • [37] Anomaly detection with vision-based deep learning for epidemic prevention and control
    Samani, Hooman
    Yang, Chan-Yun
    Li, Chunxu
    Chung, Chia-Ling
    Li, Shaoxiang
    JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, 2022, 9 (01) : 187 - 200
  • [38] Deep Learning Architecture for Computer Vision-based Structural Defect Detection
    Ruoyu Yang
    Shubhendu Kumar Singh
    Mostafa Tavakkoli
    M. Amin Karami
    Rahul Rai
    Applied Intelligence, 2023, 53 : 22850 - 22862
  • [39] Deep Learning Architecture for Computer Vision-based Structural Defect Detection
    Yang, Ruoyu
    Singh, Shubhendu Kumar
    Tavakkoli, Mostafa
    Karami, M. Amin
    Rai, Rahul
    APPLIED INTELLIGENCE, 2023, 53 (19) : 22850 - 22862
  • [40] Synthesizing the performance of deep learning in vision-based pavement distress detection
    Zia U. A. Zihan
    Omar Smadi
    Miranda Tilberg
    Mohamed S. Yamany
    Innovative Infrastructure Solutions, 2023, 8