Predicting building characteristics at urban scale using graph neural networks and street-level context

Predicting building characteristics at urban scale using graph neural networks and street-level context

10.1016/j.compenvurbsys.2024.102129

Saved in:

書目詳細資料
Main Authors:	Lei, Binyu, Liu, Pengyuan, Milojevic-Dupont, Nikola, Biljecki, Filip
其他作者:	ARCHITECTURE
格式:	Article
出版:	Elsevier BV 2024
在線閱讀:	https://scholarbank.nus.edu.sg/handle/10635/248476
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	National University of Singapore

相似書籍

Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image
由: Zhang, Yan, et al.
出版: (2023)

Inventory of Open Government Building Data
由: Filip Biljecki, et al.
出版: (2021)

Assessing global OpenStreetMap building completeness to generate large-scale 3D city models
由: Biljecki, Filip, et al.
出版: (2020)

A review of spatially-explicit GeoAI applications in Urban Geography
由: Liu, Pengyuan, et al.
出版: (2022)

Street view imagery in urban analytics and GIS: A review
由: Filip Biljecki, et al.
出版: (2021)

Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort
由: Liu, Pengyuan, et al.
出版: (2023)

EUBUCCO v0.1: European building stock characteristics in a common and open database for 200+ million individual buildings.
由: Milojevic-Dupont, Nikola, et al.
出版: (2023)

Uncovering the challenges of urban digital twins
由: Lei, Binyu, et al.
出版: (2023)

Explainable spatially explicit geospatial artificial intelligence in urban analytics
由: Liu, Pengyuan, et al.
出版: (2023)

Revealing spatio-temporal evolution of urban visual environments with street view imagery
由: Liang, Xiucheng, et al.
出版: (2023)

Sensing urban soundscapes from street view imagery
由: Zhao, Tianhong, et al.
出版: (2022)

Challenges of urban digital twins: A systematic review and a Delphi expert survey
由: Lei, Binyu, et al.
出版: (2023)

3D building reconstruction from single street view images using deep learning
由: Pang, Hui En, et al.
出版: (2022)

Assessing the equity and evolution of urban visual perceptual quality with time series street view imagery
由: Wang, Zeyu, et al.
出版: (2023)

Children of the Streets: Socialization and Formation of the Self in Rapidly Urbanizing Contexts
由: Porio, Emma E
出版: (1994)

Sensitivity of measuring the urban form and greenery using street-level imagery: A comparative study of approaches and visual perspectives
由: Biljecki, Filip, et al.
出版: (2023)

Quality of crowdsourced geospatial building information: A global assessment of OpenStreetMap attributes
由: Biljecki, Filip, et al.
出版: (2023)

Assessing bikeability with street view imagery and computer vision
由: Koichi Ito, et al.
出版: (2021)

Assessing bikeability with street view imagery and computer vision
由: Ito, Koichi, et al.
出版: (2021)

Visualising detailed CityGML and ADE at the building scale
由: Lim J, et al.
出版: (2020)

Assessing and benchmarking 3D city models
由: Lei, Binyu, et al.
出版: (2022)

A comprehensive framework for evaluating the quality of street view imagery
由: Hou, Yujun, et al.
出版: (2022)

Automatic assessment of public open spaces using street view imagery
由: Chen, Shuting, et al.
出版: (2023)

DATASET FOR URBAN SCALE BUILDING STOCK MODELLING: IDENTIFICATION AND REVIEW OF POTENTIAL DATA COLLECTION APPROACHES
由: Pei, WY, et al.
出版: (2022)

Imbalanced graph classification with multi-scale oversampling graph neural networks
由: MA, Rongrong, et al.
出版: (2024)

Scene Graph Inference via Multi-Scale Context Modeling
由: Xu, Ning, et al.
出版: (2020)

GeoAI for Urban Sensing
由: Biljecki, Filip
出版: (2023)

3D building metrics for urban morphology
由: Labetski, Anna, et al.
出版: (2022)

Elemental composition of urban street dusts and their dissolution characteristics in various aqueous media
由: Joshi, U.M., et al.
出版: (2014)

3D city models for urban farming site identification in buildings
由: Palliwal, Ankit, et al.
出版: (2021)

The Neural Mechanism of Offset Analgesia: An EEG Experiment
由: SUN PENGYUAN
出版: (2024)

Exploration of urban street patterns
由: Chee, Z.J., et al.
出版: (2014)

Developing a multiview spatiotemporal model based on deep graph neural networks to predict the travel demand by bus
由: Zhao, Tianhong, et al.
出版: (2023)

Insights in a city through the eyes of Airbnb reviews: Sensing urban characteristics from homestay guest experiences
由: Wang, Jiaxuan, et al.
出版: (2023)

EVALUATION OF CROSSWALK CHARACTERISTICS IN URBAN ROAD AREA (CASE STUDY OF OTTO ISKANDARDINATA STREET, BANDUNG
由: WICAKSANA, RIAN

Exploration of open data in Southeast Asia to generate 3D building models
由: Biljecki, Filip
出版: (2020)

VISUALISING DETAILED CITYGML and ADE at the BUILDING SCALE
由: Lim, J., et al.
出版: (2021)

Carbon monoxide dispersion in urban streets
由: Orathai Jenwitheesuk
出版: (2023)

URBAN LIGHTING DESIGN AT KESAWAN STREET
由: Karamah Putra Handana, Hindra

USE CASES FOR DISTRICT-SCALE URBAN DIGITAL TWINS
由: Alva, P, et al.
出版: (2022)