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Open Access
Peer-reviewed
Research Article
Exploration of street space architectural color measurement based on street view big data and deep learning—A case study of Jiefang North Road Street in Tianjin
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Xin Han ,
Contributed equally to this work with: Xin Han, Ying Yu
Roles Writing – original draft
Affiliation Department of Landscape Architecture, Kyungpook National University, Daegu, South Korea
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Ying Yu ,
Contributed equally to this work with: Xin Han, Ying Yu
Roles Data curation, Formal analysis, Supervision, Validation
Affiliation Department of Landscape Architecture, College of Forestry, Shandong Agricultural University, Taian, China
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Lei Liu,
Roles Formal analysis
Affiliation School of Architecture, Harbin Institute of Technology, Shenzhen, China
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Ming Li,
Roles Formal analysis
Affiliation Gengdan Academy of Design, Gengdan Institute of Beijing University of Technology, Beijing, China
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Lei Wang ,
Roles Investigation, Methodology, Project administration, Software, Writing – original draft
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliation School of Architecture, Tianjin University, Tianjin, China
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Tianlin Zhang ,
Roles Conceptualization, Resources, Supervision, Writing – review & editing
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliation School of Architecture, Tianjin University, Tianjin, China
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Fengliang Tang ,
Roles Software, Supervision, Visualization, Writing – original draft
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliation School of Architecture, Tianjin University, Tianjin, China
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Yingning Shen ,
Roles Formal analysis, Investigation, Methodology
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliation School of Cultural Heritage, Northwest University, Xi’an, China
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Mingshuai Li ,
Roles Software, Supervision, Visualization, Writing – review & editing
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliation School of Architecture, Tianjin University, Tianjin, China
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Shibao Yu ,
Roles Funding acquisition, Resources, Validation
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliations School of Architecture, Tianjin University, Tianjin, China, School of Architecture and Urban Planning, Lanzhou Jiaotong University, Lanzhou, China
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Hongxu Peng ,
Roles Funding acquisition, Investigation, Methodology, Project administration
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliation School of Architecture and Urban-Rural Planning, Fuzhou University, Fuzhou, China
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Jiazhen Zhang ,
Roles Formal analysis, Supervision
* E-mail: wanglei2021@tju.edu.cn (LW); zhangtianlineric@tju.edu.cn (TZ); tang_fengliang@tju.edu.cn (FT); 202210097@stumail.nwu.edu.cn (YS); limingshuai.lee@gmail.com (ML); yushibao@tju.edu.cn (SY); penghongxu@fzu.edu.cn (HP); zhangjz_2015@tju.edu.cn (JZ)
Affiliation School of Architecture, Tianjin University, Tianjin, China
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Fangzhou Wang,
Roles Resources, Software, Validation, Visualization
Affiliation Chengdu Tianfu New Area Institute of Planning & Design Co., Ltd, Chengdu, China
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Xiaomeng Ji,
Roles Formal analysis, Writing – review & editing
Affiliation Department of Tourism, Management College, Ocean University of China, Qingdao, China
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Xinpeng Zhang,
Roles Methodology, Resources, Supervision
Affiliation Landscape Architecture Research Center, Shandong Jianzhu University, Jinan, China
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Min Hou
Roles Formal analysis
Affiliation Fuzhou Planning & Design Research Institute Group Co. Ltd, Fuzhou, China
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Exploration of street space architectural color measurement based on street view big data and deep learning—A case study of Jiefang North Road Street in Tianjin
- Xin Han,
- Ying Yu,
- Lei Liu,
- Ming Li,
- Lei Wang,
- Tianlin Zhang,
- Fengliang Tang,
- Yingning Shen,
- Mingshuai Li,
- Shibao Yu
- Published: November 30, 2023
- https://doi.org/10.1371/journal.pone.0289305