Deep learning for detecting building façade elements from images considering prior knowledge

• Main Authors: Zhang, Gaowei, Pan, Yue, Zhang, Limao
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Civil engineering; Facade Elements Detection; Deep Learning
• Online Access: https://hdl.handle.net/10356/160749
• Institution: Nanyang Technological University

Building façades elements detection plays a key point role in façade defects detection and street scene reconstruction tasks for sustainable city development. Although the artificial intelligence technology has made a breakthrough in image segmentation, it is nontrivial to directly apply standard de...