Capsule network-based semantic segmentation model for thermal anomaly identification on building envelopes

C Pan, J Wang, W Chai, B Kakillioglu, Y El Masri… - Advanced Engineering …, 2022 - Elsevier
Thermography technology is widely used to inspect thermal anomalies in building façade
systems. Computer vision-based techniques provide opportunities to autonomously detect …

Registering and Fusing Thermal Anomalies in Aerial Infrared Images to a 3D Building Model

K Chen, T Rakha, Y El Masri, E Panagoulia… - Computing in Civil …, 2021 - ascelibrary.org
Building façades play a significant role in the thermal and energy performance of a building.
The presence of thermal anomalies in façades can cause uncontrolled heat leakages, which …

Building facade evaluation using instance segmentation on thermal images

G Cones, F Collins, F Noichl - 35. Forum Bauinformatik, fbi 2024, 2024 - tore.tuhh.de
To advance building energy efficiency assessments, Deep Learning (DL) technologies such
as image segmentation can be leveraged to expedite evaluations. Previous research has …