High-accuracy people counting in large spaces using overhead fisheye cameras

Konrad, Janusz; Cokbas, Mertcan; Ishwar, Prakash; Little, Thomas D. C.; Gevelber, Michael

doi:10.1016/j.enbuild.2024.113936

Title: High-accuracy people counting in large spaces using overhead fisheye cameras

Journal Article · 29 February 2024 · Energy and Buildings

DOI: https://doi.org/10.1016/j.enbuild.2024.113936 · OSTI ID:2290431

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; Gevelber, Michael

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Sponsoring Organization:: USDOE Advanced Research Projects Agency - Energy (ARPA-E)

Grant/Contract Number:: AR0000944

OSTI ID:: 2290431

Journal Information:: Energy and Buildings, Journal Name: Energy and Buildings Journal Issue: C Vol. 307; ISSN 0378-7788

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (16)

Measuring indoor occupancy in intelligent buildings using the fusion of vision sensors Liu, Dixin; Guan, Xiaohong; Du, Youtian Measurement Science and Technology, Vol. 24, Issue 7 https://doi.org/10.1088/0957-0233/24/7/074023	journal	June 2013
Performance Simulation and Analysis of Occupancy-Based Control for Office Buildings with Variable-Air-Volume Systems Wang, Weimin; Zhang, Jian; Brambley, Michael R. Energies, Vol. 13, Issue 15 https://doi.org/10.3390/en13153756	journal	July 2020
Occupancy determination based on time series of CO2 concentration, temperature and relative humidity Szczurek, Andrzej; Maciejewska, Monika; Pietrucha, Tomasz Energy and Buildings, Vol. 147 https://doi.org/10.1016/j.enbuild.2017.04.080	journal	July 2017
Spatio-Visual Fusion-Based Person Re-Identification for Overhead Fisheye Images Cokbas, Mertcan; Ishwar, Prakash; Konrad, Janusz IEEE Access, Vol. 11 https://doi.org/10.1109/ACCESS.2023.3274600	journal	January 2023
Real-time occupancy prediction in a large exhibition hall using deep learning approach Kim, Seonghyeon; Kang, Seokwoo; Ryu, Kwang Ryel Energy and Buildings, Vol. 199 https://doi.org/10.1016/j.enbuild.2019.06.043	journal	September 2019
Efficient People Counting in Thermal Images: The Benchmark of Resource-Constrained Hardware Piechocki, Mateusz; Kraft, Marek; Pajchrowski, Tomasz IEEE Access, Vol. 10 https://doi.org/10.1109/ACCESS.2022.3225233	journal	January 2022
Occupancy Detection via Environmental Sensing Jin, Ming; Bekiaris-Liberis, Nikolaos; Weekly, Kevin IEEE Transactions on Automation Science and Engineering, Vol. 15, Issue 2 https://doi.org/10.1109/TASE.2016.2619720	journal	April 2018
Using Stream Data Processing for Real-Time Occupancy Detection in Smart Buildings Elkhoukhi, Hamza; Bakhouya, Mohamed; El Ouadghiri, Driss Sensors, Vol. 22, Issue 6 https://doi.org/10.3390/s22062371	journal	March 2022
Occupancy Estimation Using a Low-Pixel Count Thermal Imager Tyndall, Ash; Cardell-Oliver, Rachel; Keating, Adrian IEEE Sensors Journal, Vol. 16, Issue 10 https://doi.org/10.1109/JSEN.2016.2530824	journal	May 2016
Device-free occupancy detection and crowd counting in smart buildings with WiFi-enabled IoT Zou, Han; Zhou, Yuxun; Yang, Jianfei Energy and Buildings, Vol. 174 https://doi.org/10.1016/j.enbuild.2018.06.040	journal	September 2018
A zone-level occupancy counting system for commercial office spaces using low-resolution time-of-flight sensors Lu, Hao; Tuzikas, Arunas; Radke, Richard J. Energy and Buildings, Vol. 252 https://doi.org/10.1016/j.enbuild.2021.111390	journal	December 2021
Application of vision-based occupancy counting method using deep learning and performance analysis Choi, Haneul; Um, Chai Yoon; Kang, Kyungmo Energy and Buildings, Vol. 252 https://doi.org/10.1016/j.enbuild.2021.111389	journal	December 2021
Fast Feature Pyramids for Object Detection Dollar, Piotr; Appel, Ron; Belongie, Serge IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 36, Issue 8 https://doi.org/10.1109/TPAMI.2014.2300479	journal	August 2014
People occupancy detection and profiling with 3D depth sensors for building energy management Diraco, Giovanni; Leone, Alessandro; Siciliano, Pietro Energy and Buildings, Vol. 92 https://doi.org/10.1016/j.enbuild.2015.01.043	journal	April 2015
A novel occupancy detection solution using low-power IR-FPA based wireless occupancy sensor Mikkilineni, Aravind K.; Dong, Jin; Kuruganti, Teja Energy and Buildings, Vol. 192 https://doi.org/10.1016/j.enbuild.2019.03.022	journal	June 2019
Comparison of different occupancy counting methods for single system-single zone applications Yang, Junjing; Pantazaras, Alexandros; Chaturvedi, Karn Ashokkumar Energy and Buildings, Vol. 172 https://doi.org/10.1016/j.enbuild.2018.04.051	journal	August 2018

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