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A review of computer graphics approaches to urban modeling from a machine learning perspective

文献类型：期刊论文

作者Feng, Tian4; Fan, Feiyi3; Bednarz, Tomasz1,2
刊名FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING
出版日期2021-05-22
页码11
关键词Urban modeling Computer graphics Machine learning Deep learning TP399
ISSN号2095-9184
DOI10.1631/FITEE.2000141
英文摘要Urban modeling facilitates the generation of virtual environments for various scenarios about cities. It requires expertise and consideration, and therefore consumes massive time and computation resources. Nevertheless, related tasks sometimes result in dissatisfaction or even failure. These challenges have received significant attention from researchers in the area of computer graphics. Meanwhile, the burgeoning development of artificial intelligence motivates people to exploit machine learning, and hence improves the conventional solutions. In this paper, we present a review of approaches to urban modeling in computer graphics using machine learning in the literature published between 2010 and 2019. This serves as an overview of the current state of research on urban modeling from a machine learning perspective.
WOS研究方向Computer Science ; Engineering
语种英语
WOS记录号WOS:000652901900001
出版者ZHEJIANG UNIV
源URL[http://119.78.100.204/handle/2XEOYT63/17538]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Feng, Tian
作者单位1.CSIROs Data61, Sydney, NSW 2015, Australia
2.Univ New South Wales, Expanded Percept & Interact Ctr, Sydney, NSW 2021, Australia
3.Chinese Acad Sci, Inst Comp Technol, Beijing 100190, Peoples R China
4.La Trobe Univ, Dept Comp Sci & Informat Technol, Bundoora, Vic 3086, Australia
推荐引用方式
GB/T 7714		 Feng, Tian,Fan, Feiyi,Bednarz, Tomasz. A review of computer graphics approaches to urban modeling from a machine learning perspective[J]. FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING,2021:11.
APA Feng, Tian,Fan, Feiyi,&Bednarz, Tomasz.(2021).A review of computer graphics approaches to urban modeling from a machine learning perspective.FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING,11.
MLA Feng, Tian,et al."A review of computer graphics approaches to urban modeling from a machine learning perspective".FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING (2021):11.

入库方式： OAI收割

来源：计算技术研究所

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