Ye Liu

Using deep learning to examine street view green and blue spaces and their associations with geriatric depression in Beijing, China

Marco Helbich, Yao Yao, Ye Liu et al. · Environment International · 2019 · 554 citations · Full text

Median Filtering Forensics Based on Convolutional Neural Networks

Jiansheng Chen, Xiangui Kang, Ye Liu et al. · IEEE Signal Processing Letters · 2015 · 412 citations

Image Classification, Convolutional Neural Network, Machine Vision +15

Urban greenery and mental wellbeing in adults: Cross-sectional mediation analyses on multiple pathways across different greenery measures

Ruoyu Wang, Marco Helbich, Yao Yao et al. · Environmental Research · 2019 · 265 citations

Urban Green Spaces, Behavioral Sciences, Urban Health +13

Neighbourhood greenness and mental wellbeing in Guangzhou, China: What are the pathways?

Ye Liu, Ruoyu Wang, George Grekousis et al. · Landscape and Urban Planning · 2019 · 257 citations

Built Environment, Urban Geography, Urban Green Spaces +10

Perceptions of built environment and health outcomes for older Chinese in Beijing: A big data approach with street view images and deep learning technique

Ruoyu Wang, Ye Liu, Yi Lü et al. · Computers Environment and Urban Systems · 2019 · 215 citations · Full text

Built Environment, Urban Health, Global Health +6