Measuring visual walkability perception using panoramic street view images, virtual reality, and deep learning

被引：0
|
作者：
Li, Yunqin [1 ]
Yabuki, Nobuyoshi [1 ]
Fukuda, Tomohiro [1 ]
机构：
[1] Division of Sustainable Energy and Environmental Engineering, Graduate School of Engineering, Osaka University, Japan
来源：
Sustainable Cities and Society | 2022年 / 86卷
关键词：
461.4 Ergonomics and Human Factors Engineering - 723 Computer Software; Data Handling and Applications - 723.4 Artificial Intelligence - 922.2 Mathematical Statistics;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
65
引用
收藏
相关论文
共 50 条
  • [41] Forecasting Traffic Speed during Daytime from Google Street View Images using Deep Learning
    Jiao, Junfeng
    Wang, Huihai
    TRANSPORTATION RESEARCH RECORD, 2023, 2677 (12) : 743 - 753
  • [42] Classification and mapping of urban canyon geometry using Google Street View images and deep multitask learning
    Hu, Chuan-Bo
    Zhang, Fan
    Gong, Fang-Ying
    Ratti, Carlo
    Li, Xin
    BUILDING AND ENVIRONMENT, 2020, 167
  • [43] 3D building reconstruction from single street view images using deep learning
    Pang, Hui En
    Biljecki, Filip
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2022, 112
  • [44] Analyzing the correlation between visual space and residents' psychology in Wuhan, China using street-view images and deep-learning technique
    Dai, Liangyang
    Zheng, Chenglong
    Dong, Zekai
    Yao, Yao
    Wang, Ruifan
    Zhang, Xiaotong
    Ren, Shuliang
    Zhang, Jiaqi
    Song, Xiaoqing
    Guan, Qingfeng
    CITY AND ENVIRONMENT INTERACTIONS, 2021, 11
  • [45] Building Facade Color Distribution, Color Harmony and Diversity in Relation to Street Functions: Using Street View Images and Deep Learning
    Zhai, Yujia
    Gong, Ruoyu
    Huo, Junzi
    Fan, Binbin
    ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION, 2023, 12 (06)
  • [46] Evaluation of Street Space Renovation in Historic Areas Using Deep Learning Based on Street View Imagery in the Human Visual Field
    Zhu Xiaotong
    Bai Mei
    Bai Yuxin
    Li Min
    China City Planning Review, 2024, 33 (04) : 25 - 34
  • [47] Quantifying the Urban Visual Perception of Chinese Traditional-Style Building with Street View Images
    Zhang, Liying
    Pei, Tao
    Wang, Xi
    Wu, Mingbo
    Song, Ci
    Guo, Sihui
    Chen, Yijin
    APPLIED SCIENCES-BASEL, 2020, 10 (17):
  • [48] Multimodal Deep Reinforcement Learning for Visual Security of Virtual Reality Applications
    Andam, Amine
    Bentahar, Jamal
    Hedabou, Mustapha
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (24): : 39890 - 39900
  • [49] Predicting user visual attention in virtual reality with a deep learning model
    Xiangdong Li
    Yifei Shan
    Wenqian Chen
    Yue Wu
    Praben Hansen
    Simon Perrault
    Virtual Reality, 2021, 25 : 1123 - 1136
  • [50] Measuring Urban Green Space Exposure Based on Street View Images and Machine Learning
    Zhang, Tianlin
    Wang, Lei
    Hu, Yike
    Zhang, Wenzheng
    Liu, Yuyang
    FORESTS, 2024, 15 (04):
12345