Enhancing architectural education through artificial intelligence: a case study of an AI-assisted architectural programming and design course

S **, H Tu, J Li, Y Fang, Z Qu, F Xu, K Liu, Y Lin - Buildings, 2024 - mdpi.com
This study addresses the current lack of research on the effectiveness assessment of
Artificial Intelligence (AI) technology in architectural education. Our aim is to evaluate the …

Research on Factors Influencing the Style of Chinese Historic Districts Based on the Mask R-CNN Deep Learning Model

S Luo, W Shang, Z Yan, S Bi - Buildings, 2024 - mdpi.com
With the rapid development of Chinese cities, the spatial pattern in historical districts has
deteriorated due to a lack of protection measures. Indigenous communities have taken it …

FGSSNet: Applying Feature-Guided Semantic Segmentation on real world floorplans

H Norrby, G Färm - 2024 - diva-portal.org
This master thesis introduces FGSSNet, a novel multi-headed featureguided semantic
segmentation (FGSS) architecture designed to improve the generalization ability of …

[PDF][PDF] Deep learning model for discomfort glare detection based on occupants' facial analysis

M Gupta, S Jain, J Wienold, S Billington, M Andersen - researchgate.net
Any building designed for human occupancy needs to be visually comfortable. Glare from
daylight is one of the main causes of visual discomfort. Glare perception is evaluated by …