Binyu Lei
Datos Biográficos
| ID | 4418455 |
|---|---|
| NOMBRE | Binyu Lei |
| NOMBRES | Binyu |
| APELLIDO | Lei |
| FIRMA | LEI B |
| AFILIACIONES | National University of Singapore |
| ORCID | 0000-0002-8501-3104 |
| VERIFICADO | Sí |
| TOTAL DE OBRAS | 9 |
| TOTAL DE CITAS | 1 |
| TOTAL COMO AUTOR | 9 |
| TOTAL COMO EDITOR | 0 |
| PRIMER AÑO DE PUBLICACIÓN | 2023 |
| AÑO MÁS RECIENTE DE PUBLICACIÓN | 2026 |
| ÍNDICE H | 1 |
A Graph-Based Human-Centered GeoAI for Understanding Street-Level Environment and Traffic Accident Frequency with Street View Imagery
Traffic accidents are a major global concern, highlighting the need for advanced traffic analysis and predictive techniques. The emergence of crowdsourced street view imagery (SVI) platforms has transformed public participation in collecting urban data, initiating the development of human-centered traffic analytics. This article investigates the relationship between visual urban understanding derived from Mapillary SVI and the frequency of urban …
Modeling adolescents’ perception of cycling safety
Living upon networks
Cities are supported by multiple, interacting networks, most prominently streets, which channel movement and economic exchange, and, in many contexts, waterways, which regulate flows of goods, people, and environmental amenities. Conventional quantitative studies of urban form have tended to privilege streets alone, limiting their ability to capture the full spatial logic of the urban fabric. This paper introduces a Heterogeneous Graph Autoen-cod…
VoxCity
Three-dimensional urban environment simulation is a powerful tool for informed urban planning. However, the intensive manual effort required to prepare input 3D city models has hindered its widespread adoption. To address this challenge, we present VoxCity, an open-source Python package that provides a one-stop solution for grid-based 3D city model generation and urban environment simulation for cities worldwide. VoxCity’s ‘generator’ subpackage …
Sensing climate justice
Developing the urban comfort index
Multidimensional analysis of human outdoor comfort
Predicting building characteristics at urban scale using graph neural networks and street-level context
Towards Human-centric Digital Twins
Towards Human-centric Digital Twins
Predicting building characteristics at urban scale using graph neural networks and street-level context
Sensing climate justice
Developing the urban comfort index
Multidimensional analysis of human outdoor comfort
A Graph-Based Human-Centered GeoAI for Understanding Street-Level Environment and Traffic Accident Frequency with Street View Imagery
Traffic accidents are a major global concern, highlighting the need for advanced traffic analysis and predictive techniques. The emergence of crowdsourced street view imagery (SVI) platforms has transformed public participation in collecting urban data, initiating the development of human-centered traffic analytics. This article investigates the relationship between visual urban understanding derived from Mapillary SVI and the frequency of urban …
Modeling adolescents’ perception of cycling safety
Living upon networks
Cities are supported by multiple, interacting networks, most prominently streets, which channel movement and economic exchange, and, in many contexts, waterways, which regulate flows of goods, people, and environmental amenities. Conventional quantitative studies of urban form have tended to privilege streets alone, limiting their ability to capture the full spatial logic of the urban fabric. This paper introduces a Heterogeneous Graph Autoen-cod…
VoxCity
Three-dimensional urban environment simulation is a powerful tool for informed urban planning. However, the intensive manual effort required to prepare input 3D city models has hindered its widespread adoption. To address this challenge, we present VoxCity, an open-source Python package that provides a one-stop solution for grid-based 3D city model generation and urban environment simulation for cities worldwide. VoxCity’s ‘generator’ subpackage …
Computer Science (5 obras) · Artificial Intelligence (4 obras) · Graph (4 obras) · Artificial neural network (3 obras) · Theoretical Computer Science (3 obras) · Traffic and Road Safety (3 obras) · Urban Heat Island Mitigation (3 obras) · Automated Road and Building Extraction (2 obras) · Building Energy and Comfort Optimization (2 obras) · Data science (2 obras)