most citedUrban Safety Perception Assessments via Integrating Multimodal Large Language Models with Street View Images

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cs.CV2025

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…

cs.CV2024★ 1 cited

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…