A review of computer graphics approaches to urban modeling from a machine learning perspective | |
Feng, Tian4; Fan, Feiyi3; Bednarz, Tomasz1,2 | |
刊名 | FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING
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2021-05-22 | |
页码 | 11 |
关键词 | Urban modeling Computer graphics Machine learning Deep learning TP399 |
ISSN号 | 2095-9184 |
DOI | 10.1631/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 |
出版者 | ZHEJIANG UNIV |
WOS记录号 | WOS:000652901900001 |
内容类型 | 期刊论文 |
源URL | [http://119.78.100.204/handle/2XEOYT63/17538] ![]() |
专题 | 中国科学院计算技术研究所 |
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. |
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