Assessment of Perceived and Physical Walkability Using Street View Images and Deep Learning Technology

As neighborhood walkability has gradually become an important topic in various fields, many cities around the world are promoting an eco-friendly and people-centered walking environment as a top priority in urban planning. The purpose of this study is to visualize physical and perceived walkability...

書誌詳細
出版年:	ISPRS International Journal of Geo-Information
主要な著者:	Youngok Kang, Jiyeon Kim, Jiyoung Park, Jiyoon Lee
フォーマット:	論文
言語:	英語
出版事項:	MDPI AG 2023-05-01
主題:	street view images semantic segmentation crowdsourced data deep learning technology perceived walkability physical walkability
オンライン･アクセス:	https://www.mdpi.com/2220-9964/12/5/186

類似資料

Using google street view panoramas to investigate the influence of urban coastal street environment on visual walkability
著者:: Gonghu Huang, 等
出版事項: (2023-01-01)

Impact of Physical Features on Visual Walkability Perception in Urban Commercial Streets by Using Street-View Images and Deep Learning
著者:: Gonghu Huang, 等
出版事項: (2024-12-01)

Spatial Image-Based Walkability Evaluation Using Regression Model
著者:: Jiyeon Hwang, 等
出版事項: (2024-05-01)

Walkability of greenways from the perspective of the elderly: A case study of Huangpu River waterfront greenway
著者:: Xinyu Hu, 等
出版事項: (2025-02-01)

Impact of the COVID-19 Pandemic on Walkability in the Main Urban Area of Xi’an
著者:: Kun Yuan, 等
出版事項: (2022-06-01)

Where to improve pedestrian streetscapes: Prioritizing and mapping street-level walkability interventions in Cape Town’s city centre
著者:: Roussetos-Marios Stefanidis, 等
出版事項: (2022-12-01)

THE EFFECTS STREET-NETWORK CONFIGURATION IN MODELLING WALKABILITY THROUGH SPACE SYNTAX
著者:: Nova Asriana, 等
出版事項: (2023-07-01)

A novel framework integrating GeoAI and human perceptions to estimate walkability in Wuhan, China
著者:: Xue Yang, 等
出版事項: (2025-07-01)

Urban spaces and pedestrian mobility: the role of urban design for enhancing walkability
著者:: Annunziata D'Amico
出版事項: (2023-12-01)

Measuring Perceived Walkability at the City Scale Using Open Data
著者:: Yang Ye, 等
出版事項: (2024-02-01)

Comprehensive walkability assessment of urban pedestrian environments using big data and deep learning techniques
著者:: Xiaoran Huang, 等
出版事項: (2024-11-01)

Understanding the Walkability Propensity
著者:: Marialisa Nigro, 等
出版事項: (2018-06-01)

Street walking quality of the ‘Centro’ district, Madrid
著者:: Emilio Ortega, 等
出版事項: (2020-01-01)

Combining human perception and street accessibility to provide information for better street construction: a case study of Chengdu City, China
著者:: Zhongshan Huang, 等
出版事項: (2025-09-01)

Factors influencing subjective walkability: Results from built environment audit data
著者:: Lancelot Rodrigue, 等
出版事項: (2022-11-01)

Factors influencing subjective walkability: Results from built environment audit data
著者:: Lancelot Rodrigue, 等
出版事項: (2022-11-01)

Exploring the Link between Street Layout Centrality and Walkability for Sustainable Tourism in Historical Urban Areas
著者:: Mustafa Aziz Amen, 等
出版事項: (2023-06-01)

Towards more walkable streets. An assessment method applied to school areas in Parma
著者:: Silvia Rossetti, 等
出版事項: (2024-07-01)

Developing a Walkability Index for Built Environment and its Applications at Different Spatial Levels
著者:: Emad Dawwas, 等
出版事項: (2025-02-01)

Walkability Perceptions and Gender Differences in Urban Fringe New Towns: A Case Study of Shanghai
著者:: Wenjing Gong, 等
出版事項: (2023-07-01)

(Corridor - Place) As A Comprehensive Approach for Street Pedestrianization: Case Studies in Cairo, Egypt
著者:: Nesma Fadda, 等
出版事項: (2025-09-01)

Walking to work: The role of walkability around the workplace in a Dutch adult commuting population
著者:: Tea Osmënaj, 等
出版事項: (2024-03-01)

Incorporating diminishing returns to opportunities in access: Development of an open-source walkability index based on multi-activity accessibility
著者:: Josephine Roper, 等
出版事項: (2023-10-01)

The mediating role of visual behavior in perceived walkability evaluation
著者:: Congying Fang, 等
出版事項: (2025-09-01)

Green Streets, Healthy Hearts: Exploring the Roles of Urban Nature and Walkability in Cardiovascular Health
著者:: Nwabunie Nwana, 等
出版事項: (2024-11-01)

The Built Environment Predicts Observed Physical Activity
著者:: Cheryl eKelly, 等
出版事項: (2014-05-01)

Past, Present, and Future Perspectives on the Integration of AI Into Walkability Assessment Tools: A Systematic Review
著者:: Yasin Delavar, 等
出版事項: (2025-01-01)

Spatial Pattern of the Walkability Index, Walk Score and Walk Score Modification for Elderly
著者:: Jiri Horak, 等
出版事項: (2022-04-01)

Utilizing OpenStreetMap data to measure and compare pedestrian street lengths in 992 cities around the world
著者:: Alexandros Bartzokas-Tsiompras
出版事項: (2022-10-01)

Urban regeneration effects on walkability scenarios
著者:: Martina Carra, 等
出版事項: (2022-01-01)

Feasibility Study and Implementation of Pedestrian Walkway with an Emphasis on TND Approach (Case Study: Modares Street at Kermanshah)
著者:: Mahin Nastaran, 等
出版事項: (2023-04-01)

Walkability Infrastructures and Urban Rebalancing: The Case Study of L’Aquila City under Post-Earthquake Reconstruction
著者:: Federico Eugeni, 等
出版事項: (2024-02-01)

Capturing the Socio‐Spatiality of Walking: A Historical Coding of Stockholm’s Street Life
著者:: Martin Emanuel, 等
出版事項: (2025-06-01)

Connecting people and places: Analysis of perceived pedestrian accessibility to railway stations by Bavarian case studies
著者:: Ulrike Jehle, 等
出版事項: (2022-12-01)

Integrating Perceptions, Physical Features and the Quality of the Walking Route into an Existing Accessibility Tool: The Perceived Environment Walking Index (PEWI)
著者:: Anna-Lena van der Vlugt, 等
出版事項: (2024-03-01)

The Walkability Evaluation and Optimization Strategies of Metro Station Areas Taking Shanghai as an Example
著者:: Xiaoyan Chen, 等
出版事項: (2025-05-01)

Association of perceived environment walkability with purposive and discursive walking for urban design strategies
著者:: Hsu-Sheng Hsieh, 等
出版事項: (2021-10-01)

Walkability in The Musamus University Campus Area
著者:: Sinambela Yohannes Putra Perkasa, 等
出版事項: (2022-01-01)

Comparing Macroscale and Microscale Walkability Indicators to Establish Pick-Up/Drop-Off Locations for a Microtransit Service in a Suburban Area
著者:: Gabriele D’Orso, 等
出版事項: (2023-11-01)

AwaP-IC—An Open-Source GIS Tool for Measuring Walkable Access
著者:: Ivan Majic, 等
出版事項: (2019-04-01)