Activities per year
Project Details
Description
This Bridging project aims at developing and benchmarking a computer vision-based tool for the detailed characterization of occupants in the built environment: accurate presence detection, accurate counting of occupants, occupants’ distribution in the indoor space, clothing level, metabolic rate, activity type and distance between individuals. These algorithms are of great interest for the current and future research activities conducted at Aalborg University in the fields of advanced control of smart buildings and the study of occupants’ practices in the built environment.
Participants:
Department of the Built Environment (BUILD), Department of Architecture, Design and Media Technology (CREATE)
Short title | COmputer Vision-based Occupancy CHAracterization |
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Acronym | COVOCHA |
Status | Finished |
Effective start/end date | 01/01/2023 → 31/08/2023 |
UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This project contributes towards the following SDG(s):
Keywords
- AI
- occupancy characterization
- occupancy detection
- Computer Vision
Fingerprint
Activities
- 1 Other
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Data acquisition and analysis for COVOCHA project
Hicham Johra (Other)
1 Jan 2023 → 30 Jun 2023Activity: Other
Projects
- 1 Finished
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AI for optimizing indoor visual comfort from facial analysis
Johra, H., Moeslund, T. B., Gade, R., Jensen, R. L., Petrova, E. A. & Rohde, L.
01/01/2021 → 30/06/2021
Project: Research
Research output
- 1 Journal article
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Detailed operational building data for six office rooms in Denmark: Occupancy, indoor environment, heating, ventilation, lighting and room control monitoring with sub-hourly temporal resolution
Melgaard, S. P., Johra, H., Nyborg, V. Ø., Marszal-Pomianowska, A., Jensen, R. L., Kantas, C., Larsen, O. K., Hu, Y., Frandsen, K. M., Larsen, T. S., Svidt, K., Andersen, K. H., Leiria, D., Schaffer, M., Frandsen, M., Veit, M., Ussing, L. F., Lindhard, S. M., Pomianowski, M. Z., Rohde, L., & 2 others , Jun 2024, In: Data in Brief. 54, 33 p., 110326.Research output: Contribution to journal › Journal article › Research › peer-review
Open AccessFile
Datasets
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A Danish high-resolution dataset for six office rooms with occupancy, indoor environment , heating, ventilation, lighting and room control monitoring
Melgaard, S. P. (Creator), Johra, H. (Creator), Nyborg, V. Ø. (Creator), Marszal-Pomianowska, A. (Creator), Jensen, R. L. (Creator), Kantas, C. (Creator), Larsen, O. K. (Creator), Hu, Y. (Creator), Frandsen, K. M. (Creator), Larsen, T. S. (Creator), Svidt, K. (Creator), Andersen, K. H. (Creator), Pereira, D. H. L. E. (Creator), Schaffer, M. (Creator), Frandsen, M. (Creator), Veit, M. (Creator), Ussing, L. F. (Creator), Lindhard, S. M. (Creator), Pomianowski, M. Z. (Creator), Rohde, L. (Creator), Hansen, A. R. (Creator) & Heiselberg, P. K. (Creator), Zenodo, 25 Oct 2023
DOI: https://doi.org/10.5281/zenodo.10039896
Dataset