3 papers
cs.CV2025
A computer vision-based model for occupancy detection using low-resolution thermal images
Xue Cui, Vincent Gbouna Zakka, Minhyun Lee
Occupancy plays an essential role in influencing the energy consumption and operation of heating, ventilation, and air conditioning (HVAC) systems. Traditional HVAC typically opera…
cs.CV2025
Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition
Vincent Gbouna Zakka, Luis J. Manso, Zhuangzhuang Dai
Human activity recognition is increasingly vital for supporting independent living, particularly for the elderly and those in need of assistance. Domestic service robots with monit…
cs.AR2025
An integrated design of energy and indoor environmental quality monitoring system for effective building performance management
Vincent Gbouna Zakka, Minhyun Lee
Understanding the energy consumption pattern in the built environment is invaluable for the evaluation of the sources of energy wastage and the development of strategies for effici…