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Deep Learning the City: Quantifying Urban Perception at a Global Scale
16 references·12 citing·37 second hop
Deep Learning the City: Quantifying Urban Perception at a Global Scale (2016)Deep Learning the City: Quantifying Urban…Preserving history or restricting development? The heterogeneous effects of historic districts on local housing markets in New York City (2015)Preserving history or restric…Predicting Viewer Perceived Emotions in Animated GIFs (2014)Predicting Viewer Perceived E…Hipster Wars: Discovering Elements of Fashion Styles (2014)Hipster Wars: Discovering Ele…Divergent Pathways of Gentrification (2014)Divergent Pathways of Gentrif…The Collaborative Image of The City: Mapping the Inequality of Urban Perception (2013)The Collaborative Image of Th…Using Google Street View to Audit the Built Environment: Inter-rater Reliability Results (2012)Using Google Street View to A…Great American city: Chicago and the enduring neighborhood effect (2012)Great American city: Chicago …Great American City (2012)Great American CityPerceived School and Neighborhood Safety, Neighborhood Violence and Academic Achievement in Urban School Children (2010)Perceived School and Neighbor…The Spreading of Disorder (2008)The Spreading of DisorderNeighborhood Physical Conditions and Health (2003)Neighborhood Physical Conditi…Disorder in Urban Neighborhoods--Does It Lead to Crime? (2001)Disorder in Urban Neighborhoo…Reflecting on the Subject: A Critique of the Social Influence Conception of Deterrence, the Broken Windows Theory, and Order-Maintenance Policing New York Style (1998)Reflecting on the Subject: A …Fixing broken windows: restoring order and reducing crime in our communities (1997)Fixing broken windows: restor…The effects of alternative methods of collecting similarity data for Multidimensional Scaling (1995)The effects of alternative me…BROKEN WINDOWS: THE POLICE AND NEIGHBOURHOOD SAFETY (1982)BROKEN WINDOWS: THE POLICE AN…Extracting human perceptions from street view images for better assessing urban renewal potential (2023)Extracting human perceptions …Assessing impacts of objective features and subjective perceptions of street environment on running amount: A case study of Boston (2023)Assessing impacts of objectiv…Using street view images to examine the association between human perceptions of locale and urban vitality in Shenzhen, China (2022)Using street view images to e…Multiscale analysis of human social sensing of urban appearance and its effects on house price appreciation in Wuhan, China (2022)Multiscale analysis of human …Measuring residents’ perceptions of city streets to inform better street planning through deep learning and space syntax (2022)Measuring residents’ percepti…How are Neighborhood and Street-Level Walkability Factors Associated with Walking Behaviors? A Big Data Approach Using Street View Images (2021)How are Neighborhood and Stre…Assessing bikeability with street view imagery and computer vision (2021)Assessing bikeability with st…A review of urban physical environment sensing using street view imagery in public health studies (2020)A review of urban physical en…Understanding cities with machine eyes: A review of deep computer vision in urban analytics (2019)Understanding cities with mac…Perceptions of built environment and health outcomes for older Chinese in Beijing: A big data approach with street view images and deep learning technique (2019)Perceptions of built environm…A human-machine adversarial scoring framework for urban perception assessment using street-view images (2019)A human-machine adversarial s…Measuring human perceptions of a large-scale urban region using machine learning (2018)Measuring human perceptions o…Seeing like a State: How Certain Schemes to Improve the Human Condition Have Failed (1998)Understanding individual human mobility patterns (2008)Streetscore -- Predicting the Perceived Safety of One Million Streetscapes (2014)The Death and Life of Great American Cities (2015)Dynamic models of segregation† (1971)American Apartheid: Segregation and the Making of the Underclass. (1993)The New Urban Frontier: Gentrification and the Revanchist City (1996)Gentrification and residential mobility in Philadelphia (2016)Gentrification, Displacement, and the Role of Public Investment (2017)Green gentrification or ‘just green enough’: Do park location, size and function affect whether a place gentrifies or not? (2019)Social Capital in the Creation of Human Capital (1988)Neighborhoods and Violent Crime: A Multilevel Study of Collective Efficacy (1997)Social Capital in the Creation of Human Capital (2000)Environmental Health Disparities: A Framework Integrating Psychosocial and Environmental Concepts (2004)Housing and Public Health (2004)Housing as a determinant of health equity: A conceptual model (2019)The Handbook of Social Psychology (1969)Heuristic versus systematic information processing and the use of source versus message cues in persuasion. (1980)The theory of planned behavior (1991)A mutualistic approach to morality: The evolution of fairness by partner choice (2013)Norm Perception as a Vehicle for Social Change (2016)View Through a Window May Influence Recovery from Surgery (1984)Citizens as sensors: the world of volunteered geography (2007)Street view imagery in urban analytics and GIS: A review (2021)Algorithmic urban planning for smart and sustainable development: Systematic review of the literature (2023)Visual landscapes and psychological well‐being (1979)Human–environment interactions in urban green spaces — A systematic review of contemporary issues and prospects for future research (2014)Urban green space, public health, and environmental justice: The challenge of making cities ‘just green enough’ (2014)Nodes, paths and edges: Considerations on the complexity of crime and the physical environment (1993)Characteristics of urban parks associated with park use and physical activity: A review of qualitative research (2010)Systematic Social Observation of Public Spaces: A New Look at Disorder in Urban Neighborhoods (1999)Trust in the Law: Encouraging Public Cooperation with the Police and Courts (2002)Seeing Disorder: Neighborhood Stigma and the Social Construction of “Broken Windows” (2004)The Nature of Cities: The Scope and Limits of Urban Theory (2014)Where, When, Why, and For Whom Do Residential Contexts Matter? Moving Away from the Dichotomous Understanding of Neighborhood Effects (2014)THE LAW OF CRIME CONCENTRATION AND THE CRIMINOLOGY OF PLACE* (2015)Neighborhood Effects on the Long-Term Well-Being of Low-Income Adults (2012)
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References

  • 2012Great American City2,326 cited
  • 1982BROKEN WINDOWS: THE POLICE AND NEIGHBOURHOOD SAFETY1,805 cited
  • 2012Great American city: Chicago and the enduring neighborhood effect1,433 cited
  • 1997Fixing broken windows: restoring order and reducing crime in our communities1,302 cited
  • 2008The Spreading of Disorder1,205 cited
  • 2013The Collaborative Image of The City: Mapping the Inequality of Urban Perception609 cited
  • 2014Divergent Pathways of Gentrification499 cited
  • 2003Neighborhood Physical Conditions and Health378 cited
  • 2010Perceived School and Neighborhood Safety, Neighborhood Violence and Academic Achievement in Urban School Children260 cited
  • 2012Using Google Street View to Audit the Built Environment: Inter-rater Reliability Results253 cited
  • 1998Reflecting on the Subject: A Critique of the Social Influence Conception of Deterrence, the Broken Windows Theory, and Order-Maintenance Policing New York Style245 cited
  • 2014Hipster Wars: Discovering Elements of Fashion Styles230 cited
  • 2001Disorder in Urban Neighborhoods--Does It Lead to Crime?114 cited
  • 2015Preserving history or restricting development? The heterogeneous effects of historic districts on local housing markets in New York City108 cited
  • 2014

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Predicting Viewer Perceived Emotions in Animated GIFs
81 cited
  • 1995The effects of alternative methods of collecting similarity data for Multidimensional Scaling77 cited
  • Cited by

    • 2018Measuring human perceptions of a large-scale urban region using machine learning840 cited
    • 2019A human-machine adversarial scoring framework for urban perception assessment using street-view images441 cited
    • 2020A review of urban physical environment sensing using street view imagery in public health studies311 cited
    • 2022Measuring residents’ perceptions of city streets to inform better street planning through deep learning and space syntax255 cited
    • 2019Perceptions of built environment and health outcomes for older Chinese in Beijing: A big data approach with street view images and deep learning technique227 cited
    • 2021How are Neighborhood and Street-Level Walkability Factors Associated with Walking Behaviors? A Big Data Approach Using Street View Images227 cited
    • 2021Assessing bikeability with street view imagery and computer vision219 cited
    • 2019Understanding cities with machine eyes: A review of deep computer vision in urban analytics212 cited
    • 2022Using street view images to examine the association between human perceptions of locale and urban vitality in Shenzhen, China200 cited
    • 2023Assessing impacts of objective features and subjective perceptions of street environment on running amount: A case study of Boston186 cited
    • 2023Extracting human perceptions from street view images for better assessing urban renewal potential129 cited
    • 2022Multiscale analysis of human social sensing of urban appearance and its effects on house price appreciation in Wuhan, China46 cited