Exploring the association between street built environment and street vitality using deep learning methods

Multiple Pedestrians and Vehicles Tracking in Aerial Imagery Using a Convolutional Neural Network

(2021) Seyed Majid Azimi et al.   Remote Sensing

Development of a City-Scale Approach for Façade Color Measurement with Building Functional Classification Using Deep Learning and Street View Images

(2021) Jiaxin Zhang et al.   ISPRS International Journal of Geo-Information

Quantitative assessment method on urban vitality of metro-led underground space based on multi-source data: A case study of Shanghai Inner Ring area

(2021) Yun-Hao Dong et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

How does weather and climate affect pedestrian walking speed during cool and cold seasons in severely cold areas?

(2020) S. Liang et al.   BUILDING AND ENVIRONMENT

Quantifying the usage of small public spaces using deep convolutional neural network

(2020) Jingxuan Hou et al.   PLoS One

Built environment, urban vitality and social cohesion: Do vibrant neighborhoods foster strong communities?

(2020) Kostas Mouratidis et al.   LANDSCAPE AND URBAN PLANNING

Identifying urban vitality in metropolitan areas of developing countries from a comparative perspective: Ho Chi Minh City versus Shanghai

(2020) Wenze Yue et al.   Sustainable Cities and Society

Examining the Relationship between Urban Design Qualities and Walking Behavior: Empirical Evidence from Dallas, TX

(2019) Shima Hamidi et al.   Sustainability

Deep learning in video multi-object tracking: A survey

(2019) Gioele Ciaparrone et al.   NEUROCOMPUTING

Classification and mapping of urban canyon geometry using Google Street View images and deep multitask learning

(2019) Chuan-Bo Hu et al.   BUILDING AND ENVIRONMENT

Analyzing spatial relationships between urban land use intensity and urban vitality at street block level: A case study of five Chinese megacities

(2019) Chang Xia et al.   LANDSCAPE AND URBAN PLANNING

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

Spatially explicit assessment on urban vitality: Case studies in Chicago and Wuhan

(2018) Chen Zeng et al.   Sustainable Cities and Society

Indoor occupant behaviour monitoring with the use of a depth registration camera

(2018) Jakub Wladyslaw Dziedzic et al.   BUILDING AND ENVIRONMENT

A spatial design network analysis of street networks and the locations of leisure entertainment activities: A case study of Wuhan, China

(2018) Sanwei He et al.   Sustainable Cities and Society

Residential built environment and walking activity: Empirical evidence of Jane Jacobs’ urban vitality

(2015) Hyungun Sung et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT