2 citations · 4 across the 4 of their papers we have counts for
4 papers · 1 filter
Multi-Modal Feature Fusion for Spatial Morphology Analysis of Traditional Villages via Hierarchical Graph Neural Networks
Jiaxin Zhang, Zehong Zhu, Junye Deng +2
Villages areas hold significant importance in the study of human-land relationships. However, with the advancement of urbanization, the gradual disappearance of spatial characteris…
Urban Safety Perception Assessments via Integrating Multimodal Large Language Models with Street View Images
Jiaxin Zhang, Yunqin Li, Tomohiro Fukuda +1
Measuring urban safety perception is an important and complex task that traditionally relies heavily on human resources. This process often involves extensive field surveys, manual…
Advancing Urban Renewal: An Automated Approach to Generating Historical Arcade Facades with Stable Diffusion Models
Zheyuan Kuang, Jiaxin Zhang, Yiying Huang +1
Urban renewal and transformation processes necessitate the preservation of the historical urban fabric, particularly in districts known for their architectural and historical signi…
Improving Facade Parsing with Vision Transformers and Line Integration
Bowen Wang, Jiaxing Zhang, Ran Zhang +3
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…