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

Framework for Virtual Cognitive Experiment in Virtual Geographic Environments

(2018) Fan Zhang et al.   ISPRS International Journal of Geo-Information

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

Automatic land cover classification of geo-tagged field photos by deep learning

(2017) Guang Xu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Simulating urban land-use changes at a large scale by integrating dynamic land parcel subdivision and vector-based cellular automata

(2017) Yao Yao et al.   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

How green are the streets? An analysis for central areas of Chinese cities using Tencent Street View

(2017) Ying Long et al.   PLoS One

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

(2016) Payam Dadvand et al.   ENVIRONMENT INTERNATIONAL

Sensing spatial distribution of urban land use by integrating points-of-interest and Google Word2Vec model

(2016) Yao Yao et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

Dynamic Changes of the Ecological Footprint and Its Component Analysis Response to Land Use in Wuhan, China

(2016) Xiaowei Yao et al.   Sustainability

Effects of biodiversity and environment-related attitude on perception of urban green space

(2016) B. Gunnarsson et al.   URBAN ECOSYSTEMS

Influence of urban contexts on soundscape perceptions: A structural equation modeling approach

(2015) Joo Young Hong et al.   LANDSCAPE AND URBAN PLANNING

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

Google Street View: Capturing the World at Street Level

(2010) Dragomir Anguelov et al.   COMPUTER

Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning

(2009) Thouis R. Jones et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Recognition of natural scenes from global properties: Seeing the forest without representing the trees

(2008) M GREENE et al.   COGNITIVE PSYCHOLOGY