Street View Imagery (SVI) in the built environment: A theoretical and systematic review

Y Li, L Peng, C Wu, J Zhang - Buildings, 2022 - mdpi.com
Street view imagery (SVI) provides efficient access to data that can be used to research
spatial quality at the human scale. The previous reviews have mainly focused on specific …

Combining physical approaches with deep learning techniques for urban building energy modeling: A comprehensive review and future research prospects

Z Li, J Ma, Y Tan, C Guo, X Li - Building and Environment, 2023 - Elsevier
In recent times, there has been a growing interest in urban building energy modeling
(UBEM), owing to its potential benefits for cities. These benefits include aiding city decision …

Dual attention deep learning network for automatic steel surface defect segmentation

Y Pan, L Zhang - Computer‐Aided Civil and Infrastructure …, 2022 - Wiley Online Library
A dual attention deep learning network is developed to classify three types of steel defects,
locate their positions, and depict their shapes on the steel surface in an automatic and …

[HTML][HTML] Automated joint 3D reconstruction and visual inspection for buildings using computer vision and transfer learning

T Wang, VJL Gan - Automation in Construction, 2023 - Elsevier
Regular building inspection and maintenance has been deemed as a necessary preventive
measure to maintain the functionality, integrity and aesthetics of buildings. 2D computer …

Automatic building extraction on satellite images using Unet and ResNet50

W Alsabhan, T Alotaiby - Computational Intelligence and …, 2022 - Wiley Online Library
Recently, settlement planning and replanning process are becoming the main problem in
rapidly growing cities. Unplanned urban settlements are quite common, especially in low …

[HTML][HTML] Integration of convolutional and adversarial networks into building design: A review

J Parente, E Rodrigues, B Rangel, JP Martins - Journal of Building …, 2023 - Elsevier
Convolutional and adversarial networks are found in various fields of knowledge and
activities. One such field is building design, a multi-disciplinary and multi-task process …

Improving facade parsing with vision transformers and line integration

B Wang, J Zhang, R Zhang, Y Li, L Li… - Advanced Engineering …, 2024 - Elsevier
Facade parsing stands as a pivotal computer vision task with far-reaching applications in
areas like architecture, urban planning, and energy efficiency. Despite the recent success of …

Wooden spoon crack detection by prior knowledge-enriched deep convolutional network

L Li, Z Li, H Han, L Yang, X Feng, F Roli… - Engineering Applications of …, 2023 - Elsevier
Since the outbreak of COVID-19, in order to reduce people's contact, the takeaway business
has been developed rapidly, bringing a large demand for disposable and degradable …

Automated detection of dangerous work zone for crawler crane guided by UAV images via Swin Transformer

Y Lu, W Qin, C Zhou, Z Liu - Automation in Construction, 2023 - Elsevier
Crawler crane overturning often results in many casualties and property damage. However,
the existing research on overturning prevention mainly focuses on the internal factors of …

A review on artificial intelligence applications for facades

A Duran, C Waibel, V Piccioni, B Bickel… - Building and …, 2024 - Elsevier
This review applies a transformer-based topic model to reveal trends and relationships in
Artificial Intelligence (AI)-driven facade research, with a focus on architectural …