Urban Visual Intelligence: Studying Cities with Artificial Intelligence and Street-Level Imagery

F Zhang, A Salazar-Miranda, F Duarte… - Annals of the …, 2024 - Taylor & Francis
The visual dimension of cities has been a fundamental subject in urban studies since the
pioneering work of late-nineteenth-to mid-twentieth-century scholars such as Camillo Sitte …

Deep learning for cross-domain data fusion in urban computing: Taxonomy, advances, and outlook

X Zou, Y Yan, X Hao, Y Hu, H Wen, E Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
As cities continue to burgeon, Urban Computing emerges as a pivotal discipline for
sustainable development by harnessing the power of cross-domain data fusion from diverse …

UrbanVLP: A Multi-Granularity Vision-Language Pre-Trained Foundation Model for Urban Indicator Prediction

X Hao, W Chen, Y Yan, S Zhong, K Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Urban indicator prediction aims to infer socio-economic metrics in diverse urban landscapes
using data-driven methods. However, prevalent pre-trained models, particularly those reliant …

Deep Learning for Slum Mapping in Remote Sensing Images: A Meta-analysis and Review

A Raj, A Mitra, M Sinha - arXiv preprint arXiv:2406.08031, 2024 - arxiv.org
The major Sustainable Development Goals (SDG) 2030, set by the United Nations
Development Program (UNDP), include sustainable cities and communities, no poverty, and …

[HTML][HTML] Fusion of satellite and street view data for urban traffic accident hotspot identification

W Guo, C Xu, S Jin - International Journal of Applied Earth Observation and …, 2024 - Elsevier
As the number of vehicles and the volume of traffic swell in urban centers, cities have
experienced a concomitant increase in traffic accidents. Proactively identifying accident …

[PDF][PDF] ANALYSIS OF DIFFERENCES IN STREET VISUAL WALKABILITY PERCEPTION BETWEEN DCNN AND VIT MODEL BASED ON PANORAMIC STREET VIEW …

Y XIE, Y LI, J ZHANG, J ZHANG, Z KUANG - caadria2024.org
In measuring Urban Street Visual Walkability Perception (VWP) using Street View Images
(SVIs), the VWP classification deep multitask learning (VWPCL) model based on the Deep …