Jialyu He

Extracting human perceptions from street view images for better assessing urban renewal potential

Jialyu He, Jinbao Zhang, Yao Yao et al. · Cities · 2023 · 101 citations

Urban Geography, Urban Renewal Potential, Human Perceptions +7

The Traj2Vec model to quantify residents’ spatial trajectories and estimate the proportions of urban land-use types

Jinbao Zhang, Xia Li, Yao Yao et al. · International Journal of Geographical Information Systems · 2020 · 67 citations

Urban Modelling, Land Use, Urban Science +19

Simulating mixed land-use change under multi-label concept by integrating a convolutional neural network and cellular automata: a case study of Huizhou, China

Xinxin Wu, Xiaoping Liu, Dachuan Zhang et al. · GIScience & Remote Sensing · 2022 · 56 citations · Full text

Accurate Estimation of the Proportion of Mixed Land Use at the Street-Block Level by Integrating High Spatial Resolution Images and Geospatial Big Data

Jialyu He, Xia Li, Penghua Liu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 47 citations

Remote Sensing Images, Convolutional Neural Network, Shannon Diversity Index +22

Mapping Multi-Temporal Population Distribution in China from 1985 to 2010 Using Landsat Images via Deep Learning

Haoming Zhuang, Xiaoping Liu, Yuchao Yan et al. · Remote Sensing · 2021 · 22 citations · Full text

Convolutional Neural Network, Population Mapping, Engineering +24