Discovering the homogeneous geographic domain of human perceptions from street view images

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

(2019) Marco Helbich et al.   ENVIRONMENT INTERNATIONAL

Hierarchical community detection and functional area identification with OSM roads and complex graph theory

(2019) Ye Hong et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

A human-machine adversarial scoring framework for urban perception assessment using street-view images

(2019) Yao Yao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

The linkage between the perception of neighbourhood and physical activity in Guangzhou, China: using street view imagery with deep learning techniques

(2019) Ruoyu Wang et al.   International Journal of Health Geographics

Mapping sky, tree, and building view factors of street canyons in a high-density urban environment

(2018) Fang-Ying Gong et al.   BUILDING AND ENVIRONMENT

Measuring human perceptions of a large-scale urban region using machine learning

(2018) Fan Zhang et al.   LANDSCAPE AND URBAN PLANNING

Semantic Understanding of Scenes Through the ADE20K Dataset

(2018) Bolei Zhou et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Building block level urban land-use information retrieval based on Google Street View images

(2017) Xiaojiang Li et al.   GIScience & Remote Sensing

Exploring the relationship between density and completeness of urban building data in OpenStreetMap for quality estimation

(2017) Qi Zhou   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Classifying urban land use by integrating remote sensing and social media data

(2017) Xiaoping Liu et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States

(2017) Timnit Gebru et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Computer vision uncovers predictors of physical urban change

(2017) Nikhil Naik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Use of Tencent Street View Imagery for Visual Perception of Streets

(2017) Liang Cheng et al.   ISPRS International Journal of Geo-Information

Green spaces and General Health: Roles of mental health status, social support, and physical activity

(2016) Payam Dadvand et al.   ENVIRONMENT INTERNATIONAL

Who lives in greener neighborhoods? The distribution of street greenery and its association with residents’ socioeconomic conditions in Hartford, Connecticut, USA

(2015) Xiaojiang Li et al.   URBAN FORESTRY & URBAN GREENING

Assessing street-level urban greenery using Google Street View and a modified green view index

(2015) Xiaojiang Li et al.   URBAN FORESTRY & URBAN GREENING

Urban green space, public health, and environmental justice: The challenge of making cities ‘just green enough’

(2014) Jennifer R. Wolch et al.   LANDSCAPE AND URBAN PLANNING

The Collaborative Image of The City: Mapping the Inequality of Urban Perception

(2013) Philip Salesses et al.   PLoS One

Understanding Road Usage Patterns in Urban Areas

(2012) Pu Wang et al.   Scientific Reports

Community detection algorithms: A comparative analysis

(2009) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

Maps of random walks on complex networks reveal community structure

(2008) M. Rosvall et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Size, Scale, and Shape of Cities

(2008) M. Batty   SCIENCE