Devil in the Landscapes: Inferring Epidemic Exposure Risks from Street View Imagery

1 code implementation • 9 Nov 2023 • Zhenyu Han, Yanxin Xi, Tong Xia, Yu Liu, Yong Li

Built environment supports all the daily activities and shapes our health.

A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities

1 code implementation • 1 Aug 2023 • Yanxin Xi, Yu Liu, Tong Li, Jintao Ding, Yunke Zhang, Sasu Tarkoma, Yong Li, Pan Hui

Especially satellite imagery is a potential data source for studying sustainable urban development.

object-detection Object Detection +1

Knowledge-infused Contrastive Learning for Urban Imagery-based Socioeconomic Prediction

1 code implementation • 25 Feb 2023 • Yu Liu, Xin Zhang, Jingtao Ding, Yanxin Xi, Yong Li

To address such issues, in this paper, we propose a Knowledge-infused Contrastive Learning (KnowCL) model for urban imagery-based socioeconomic prediction.

Contrastive Learning Representation Learning