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The Role of Restorative Perception in Urban Street Planning: A Comprehensive Framework Integrating Street View Images, Deep Learning, and Space Syntax

https://doi.org/10.2139/ssrn.4653777
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Exploring the linkage between greenness exposure and depression among Chinese people: Mediating roles of physical activity, stress and social cohesion and moderating role of urbanicity
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Nature doesn't judge you – how urban nature supports young people's mental health and wellbeing in a diverse UK city
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A review of recent approaches for emotion classification using electrocardiography and electrodermography signals
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Measuring residents’ perceptions of city streets to inform better street planning through deep learning and space syntax
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Simulated nature walks improve psychological well-being along a natural to urban continuum
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Empirical characterisation of agents’ spatial behaviour in pedestrian movement simulation
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Attitudes, perceptions, and walking behavior in a Chinese city
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A step towards understanding the relationship between species diversity and psychological restoration of visitors in urban green spaces using landscape heterogeneity
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Psychological restoration in urban gardens related to garden type, biodiversity and garden-related stress
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Analyzing the effects of Green View Index of neighborhood streets on walking time using Google Street View and deep learning
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Green and blue settings as providers of mental health ecosystem services: Comparing urban beaches and parks and building a predictive model of psychological restoration
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Physiological and psychological effects of visits to different urban green and street environments in older people: A field experiment in a dense inner-city area
inferredcites →https://doi.org/10.1016/j.landurbplan.2021.104336openalex-extracted
Sit down and rest: Use of virtual reality to evaluate preferences and mental restoration in urban park pavilions
inferredcites →https://doi.org/10.1016/j.landurbplan.2022.104379openalex-extracted
On the study of the psychological effects of blocked views on dwellers in high dense urban environments
inferredcites →https://doi.org/10.1016/j.landurbplan.2022.104633openalex-extracted
Dwelling in the city: A qualitative exploration of the human-nature relationship in three types of urban greenspace
inferredcites →https://doi.org/10.1016/j.landurbplan.2023.104756openalex-extracted
Assessing impacts of objective features and subjective perceptions of street environment on running amount: A case study of Boston
inferredcites →https://doi.org/10.1016/j.landurbplan.2023.104839openalex-extracted
How visible street greenery moderates traffic noise to improve acoustic comfort in pedestrian environments
inferredcites →https://doi.org/10.1016/j.maturitas.2019.09.004openalex-extracted
Gender, mental health and ageing
inferredcites →https://doi.org/10.1016/j.progress.2017.09.001openalex-extracted
Street appeal: The value of street improvements
inferredcites →https://doi.org/10.1016/j.scitotenv.2021.151605openalex-extracted
Predicting the effect of street environment on residents' mood states in large urban areas using machine learning and street view images
inferredcites →https://doi.org/10.1016/j.scs.2020.102691openalex-extracted
Towards people-centric smart city development: Investigating the citizens’ preferences and perceptions about smart-city services in Taiwan
inferredcites →https://doi.org/10.1016/j.scs.2021.102810openalex-extracted
Environmental justice and surface temperature: Income, ethnic, gender, and age inequalities
inferredcites →https://doi.org/10.1016/j.scs.2021.103492openalex-extracted
Urban energy efficiency assessment models from an AI and big data perspective: Tools for policy makers
inferredcites →https://doi.org/10.1016/j.scs.2022.103724openalex-extracted
Street vitality and built environment features: A data-informed approach from fourteen Chinese cities
inferredcites →https://doi.org/10.1016/j.scs.2022.103983openalex-extracted
An approach to urban landscape character assessment: Linking urban big data and machine learning
inferredcites →https://doi.org/10.1016/j.scs.2022.104072openalex-extracted
Ecosystem services and well-being dimensions related to urban green spaces – A systematic review
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Algorithmic urban planning for smart and sustainable development: Systematic review of the literature
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inferredcites →https://doi.org/10.1016/j.scs.2023.104745openalex-extracted
Community resilience in city emergency: Exploring the roles of environmental perception, social justice and community attachment in subjective well-being of vulnerable residents
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A novel walkability index using google street view and deep learning
inferredcites →https://doi.org/10.1016/j.trc.2021.103541openalex-extracted
Applying machine learning and google street view to explore effects of drivers’ visual environment on traffic safety
inferredcites →https://doi.org/10.1016/j.trf.2020.06.014openalex-extracted
How gender differences and perceptions of safety shape urban mobility in Southeast Asia
inferredcites →https://doi.org/10.1016/j.ufug.2015.02.001openalex-extracted
Effects of urban street vegetation on judgments of restoration likelihood
inferredcites →https://doi.org/10.1016/j.ufug.2019.03.005openalex-extracted
Characteristics of urban green spaces in relation to aesthetic preference and stress recovery
inferredcites →https://doi.org/10.1016/j.ufug.2019.126399openalex-extracted
Appraising the psychological benefits of green roofs for city residents and workers
inferredcites →https://doi.org/10.1016/j.ufug.2019.126446openalex-extracted
Green façades: Their contribution to stress recovery and well-being in high-density cities
inferredcites →https://doi.org/10.1016/j.ufug.2019.126567openalex-extracted
Restorative effects of mature and young commercial forests, pristine old-growth forest and urban recreation forest - A field experiment
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General, stress relief and perceived safety preferences for green spaces in the historic city of Padua (Italy)
inferredcites →https://doi.org/10.1016/j.ufug.2020.126702openalex-extracted
Effects of integration between visual stimuli and auditory stimuli on restorative potential and aesthetic preference in urban green spaces
inferredcites →https://doi.org/10.1016/j.ufug.2022.127598openalex-extracted
Similar Spaces, Different Usage – a Comparative Study on How Residents in the Capitals of Finland and Denmark Use Cemeteries as Recreational Landscapes
inferredcites →https://doi.org/10.1016/s0272-4944(05)80184-7openalex-extracted
Stress recovery during exposure to natural and urban environments
inferredcites →https://doi.org/10.1017/s0033291721001665openalex-extracted
Refuting the myth of a ‘tsunami’ of mental ill-health in populations affected by COVID-19: evidence that response to the pandemic is heterogeneous, not homogeneous
inferredcites →https://doi.org/10.1017/s1092852920001236openalex-extracted
Urbanization and emerging mental health issues
inferredcites →https://doi.org/10.1038/s41370-019-0188-4openalex-extracted
Characteristics of urban streets in relation to perceived restorativeness
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Integrating cognitive and emotion paradigms to address the paradox of aging
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A review of urban physical environment sensing using street view imagery in public health studies
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Image Segmentation Using Deep Learning: A Survey
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Stress, Social Support, and Depression: A Test of the Stress‐Buffering Hypothesis in a Mexican Sample
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Nature and Health
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Space Syntax
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A Novel Walkability Index Using Google Street View and Deep Learning
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Measuring visual walkability perception using panoramic street view images, virtual reality, and deep learning
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