Fan Zhang (張帆)
Fan Zhang (張帆)
Assistant Professor, Peking University
Verified email at - Homepage
Cited by
Cited by
Measuring human perceptions of a large-scale urban region using machine learning
F Zhang, B Zhou, L Liu, Y Liu, HH Fung, H Lin, C Ratti
Landscape and Urban Planning 180, 148-160, 2018
Mapping sky, tree, and building view factors of street canyons in a high-density urban environment
FY Gong, ZC Zeng, F Zhang, X Li, E Ng, LK Norford
Building and Environment 134, 155-167, 2018
A review of urban physical environment sensing using street view imagery in public health studies
Y Kang, F Zhang, S Gao, H Lin, Y Liu
Annals of GIS 26 (3), 261-275, 2020
Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns
F Zhang, D Zhu, L Wu, Y Liu
ISPRS Journal of Photogrammetry and Remote Sensing 153, 48-58, 2019
Understanding house price appreciation using multi-source big geo-data and machine learning
Y Kang, F Zhang, W Peng, S Gao, J Rao, F Duarte, C Ratti
Land Use Policy 90, 104919, 2021
Spatial interpolation using conditional generative adversarial neural networks
D Zhu, X Cheng, F Zhang, X Yao, Y Gao, Y Liu
International Journal of Geographical Information Science, 1-24, 2019
Representing place locales using scene elements
F Zhang, D Zhang, Y Liu, H Lin
Computers, Environment and Urban Systems 71, 153-164, 2018
Understanding place characteristics in geographic contexts through graph convolutional neural networks
D Zhu, F Zhang, S Wang, Y Wang, X Cheng, Z Huang, Y Liu
Annals of the American Association of Geographers 110 (2), 408-420, 2020
Uncovering inconspicuous places using social media check-ins and street view images
F Zhang, J Zu, M Hu, D Zhu, Y Kang, S Gao, Y Zhang, Z Huang
Computers, Environment and Urban Systems 81, 101478, 2020
“Perception bias”: Deciphering a mismatch between urban crime and perception of safety
F Zhang, Z Fan, Y Kang, Y Hu, C Ratti
Landscape and Urban Planning 207, 104003, 2021
Classification and mapping of urban canyon geometry using Google Street View images and deep multitask learning
CB Hu, F Zhang, FY Gong, C Ratti, X Li
Building and Environment 167, 106424, 2020
Towards feasibility of photovoltaic road for urban traffic-solar energy estimation using street view image
Z Liu, A Yang, M Gao, H Jiang, Y Kang, F Zhang, T Fei
Journal of Cleaner Production 228, 303-318, 2019
Urban function recognition by integrating social media and street-level imagery
C Ye, F Zhang, L Mu, Y Gao, Y Liu
Environment and Planning B: Urban Analytics and City Science 48 (6), 1430-1444, 2021
Vectorized rooftop area data for 90 cities in China
Z Zhang, Z Qian, T Zhong, M Chen, K Zhang, Y Yang, R Zhu, F Zhang, ...
Scientific Data 9 (1), 66, 2022
Evaluating healthcare resource inequality in Beijing, China based on an improved spatial accessibility measurement
S Gong, Y Gao, F Zhang, L Mu, C Kang, Y Liu
Transactions in GIS, 2021
Human settlement value assessment from a place perspective: Considering human dynamics and perceptions in house price modeling
Y Kang, F Zhang, S Gao, W Peng, C Ratti
Cities 118, 103333, 2021
Understanding architecture age and style through deep learning
M Sun, F Zhang, F Duarte, C Ratti
Cities 128, 103787, 2022
Discovering place-informative scenes and objects using social media photos
F Zhang, B Zhou, C Ratti, Y Liu
Royal Society open science 6 (3), 181375, 2019
Carbon mitigation potential afforded by rooftop photovoltaic in China
Z Zhang, M Chen, T Zhong, R Zhu, Z Qian, F Zhang, Y Yang, K Zhang, ...
Nature Communications 14 (1), 2347, 2023
Places for play: Understanding human perception of playability in cities using street view images and deep learning
J Kruse, Y Kang, YN Liu, F Zhang, S Gao
Computers, Environment and Urban Systems 90, 101693, 2021
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