A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
Automatic Evaluation of Street-Level Walkability Based on Computer Vision Techniques and Urban Big Data
A Case Study of Kowloon West, Hong Kong
The walkabilityWalkability of an urban environment is a critical aspect of urban design and planning, and has a direct impact on the quality of life for residents. Therefore, it is essential to conduct a systematic evaluation of the pedestrian environment to improve the walkability of a city. In recent years, there has been a growing emphasis on the application of automated evaluation methods, incorporating artificial intelligenceArtificial Intelligence (AI) and urban big data analysis. This study proposes a systematic walkabilityWalkability evaluation index with automated measurement capabilities, and corresponding measurement pipelines utilizing computer visionComputer vision techniques as well as urban big data. To demonstrate the utility of the proposed index and measurement methods, this study conducts a systematic measurement of street-level walkabilityWalkability in the Kowloon West of Hong Kong as a case study.
Automatic Evaluation of Street-Level Walkability Based on Computer Vision Techniques and Urban Big Data
A Case Study of Kowloon West, Hong Kong
The walkabilityWalkability of an urban environment is a critical aspect of urban design and planning, and has a direct impact on the quality of life for residents. Therefore, it is essential to conduct a systematic evaluation of the pedestrian environment to improve the walkability of a city. In recent years, there has been a growing emphasis on the application of automated evaluation methods, incorporating artificial intelligenceArtificial Intelligence (AI) and urban big data analysis. This study proposes a systematic walkabilityWalkability evaluation index with automated measurement capabilities, and corresponding measurement pipelines utilizing computer visionComputer vision techniques as well as urban big data. To demonstrate the utility of the proposed index and measurement methods, this study conducts a systematic measurement of street-level walkabilityWalkability in the Kowloon West of Hong Kong as a case study.
Automatic Evaluation of Street-Level Walkability Based on Computer Vision Techniques and Urban Big Data
A Case Study of Kowloon West, Hong Kong
The Urban Book Series
Goodspeed, Robert (editor) / Sengupta, Raja (editor) / Kyttä, Marketta (editor) / Pettit, Christopher (editor) / Huang, Lu (author) / Oki, Takuya (author) / Muto, Sachio (author) / Kim, Hongjik (author) / Ogawa, Yoshiki (author) / Sekimoto, Yoshihide (author)
International Conference on Computers in Urban Planning and Urban Management ; 2023 ; Montreal, QC, Canada
2023-06-02
29 pages
Article/Chapter (Book)
Electronic Resource
English