Measurement of urban vitality with time-lapsed street-view images and object-detection for scalable assessment of pedestrian-sidewalk dynamics.

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Title: Measurement of urban vitality with time-lapsed street-view images and object-detection for scalable assessment of pedestrian-sidewalk dynamics.
Authors: Nathvani R; Department of Epidemiology and Biostatistics School of Public Health Imperial College London London UK.; MRC Centre for Environment and Health School of Public Health Imperial College London London UK., Cavanaugh A; Department of Geography, McGill University Montreal QC Canada., Suel E; Centre for Advanced Spatial Analysis, University College London London UK., Bixby H; Institute of Public Health and Wellbeing, University of Essex Colchester UK., Clark SN; School of Health & Medical Sciences, City St George's, University of London., Metzler AB; Science of Cities and Regions Group, Alan Turing Institute London UK., Nimo J; Department of Physics, University of Ghana Accra Ghana., Moses JB; Department of Physics, University of Ghana Accra Ghana., Baah S; Department of Physics, University of Ghana Accra Ghana., Arku RE; Department of Environmental Health Sciences, School of Public Health and Health Sciences, University of Massachusetts Amherst USA., Robinson BE; Department of Geography, McGill University Montreal QC Canada., Baumgartner J; Department of Equity, Ethics and Policy, School of Population and Global Health, McGill University Montreal QC Canada.; Department of Epidemiology and Biostatistics, School of Population and Global Health, McGill University Montreal QC Canada., Bennett JE; Department of Epidemiology and Biostatistics School of Public Health Imperial College London London UK.; MRC Centre for Environment and Health School of Public Health Imperial College London London UK., Arif AM; Department of Epidemiology and Biostatistics School of Public Health Imperial College London London UK.; MRC Centre for Environment and Health School of Public Health Imperial College London London UK., Long Y; School of Architecture and Hang Lung Center for Real Estate, Key Laboratory of Eco Planning & Green Building, Ministry of Education, Tsinghua University Beijing China., Agyei-Mensah S; Department of Geography and Resource Development, University of Ghana Accra Ghana., Ezzati M; Department of Epidemiology and Biostatistics School of Public Health Imperial College London London UK.; MRC Centre for Environment and Health School of Public Health Imperial College London London UK.; Regional Institute for Population Studies, University of Ghana Accra Ghana.
Source: ISPRS journal of photogrammetry and remote sensing : official publication of the International Society for Photogrammetry and Remote Sensing (ISPRS) [ISPRS J Photogramm Remote Sens] 2025 Mar; Vol. 221, pp. 251-264.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 101551484 Publication Model: Print Cited Medium: Print ISSN: 0924-2716 (Print) Linking ISSN: 09242716 NLM ISO Abbreviation: ISPRS J Photogramm Remote Sens Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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        Value: 10.1016/j.isprsjprs.2025.01.038
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        Text: English
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        StartPage: 251
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              Text: 2025 Mar
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