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Journal of Computer Science and Technology 2015, Vol. 30 Issue (3) :439-452    DOI: 10.1007/s11390-015-1535-0
Special Section on Computational Visual Media << Previous Articles | Next Articles >>
蓝噪声采样算法及其应用综述
Dong-Ming Yan1,2(严冬明), Member, CCF, ACM, Jian-Wei Guo2(郭建伟), Bin Wang3(王斌), Xiao-Peng Zhang2(张晓鹏), Peter Wonka1,4
1. Visual Computing Center, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia;
2. National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China;
3. School of Software, Tsinghua University, Beijing 100084, China;
4. Department of Computer Science and Engineering, Arizona State University, Tempe, AZ 85287, U.S.A.
A Survey of Blue-Noise Sampling and Its Applications
Dong-Ming Yan1,2(严冬明), Member, CCF, ACM, Jian-Wei Guo2(郭建伟), Bin Wang3(王斌), Xiao-Peng Zhang2(张晓鹏), Peter Wonka1,4
1. Visual Computing Center, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia;
2. National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China;
3. School of Software, Tsinghua University, Beijing 100084, China;
4. Department of Computer Science and Engineering, Arizona State University, Tempe, AZ 85287, U.S.A.

摘要
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摘要 本文针对近年来蓝噪声采样的方法及其应用进行综述.首先讨论采用点元作为采样基本元素的采样方法,并且基于不同准则将采样算法进行分类,例如,采样的区域或者算法的类型.我们列举一些基于蓝噪声采样的典型应用,并且介绍一些新的应用, 比如动态采样以及蓝噪声重新网格化.
关键词蓝噪声采样   泊松圆盘采样   Lloyd迭代   绘制   重新网格化     
Abstract: In this paper, we survey recent approaches to blue-noise sampling and discuss their beneficial applications. We discuss the sampling algorithms that use points as sampling primitives and classify the sampling algorithms based on various aspects, e.g., the sampling domain and the type of algorithm. We demonstrate several well-known applications that can be improved by recent blue-noise sampling techniques, as well as some new applications such as dynamic sampling and blue-noise remeshing.
KeywordsBlue-Noise Sampling   Poisson-disk Sampling   Lloyd Relaxation   Rendering   Remeshing     
Received 2015-03-09;
本文基金:

This work was partially supported by the National Natural Science Foundation of China under Grant Nos. 61372168, 61373071, 61372190, and 61331018, the Scientific Research Foundation for the Returned Overseas Chinese Scholars of State Education Ministry of China, the Visual Computing Center at King Abudullah University of Science and Technology (KAUST), and the Open Funding Project of the State Key Laboratory of Virtual Reality Technology and Systems, Beihang University, under Grant Nos. BUAA-VR-15KF-06 and BUAA-VR-14KF-10.

About author: Dong-Ming Yan is a research scientist at King Abdullah University of Science and Technology (KAUST), and he is also an associate professor at National Laboratory of Pattern Recognition (NLPR), the Institute of Automation of the Chinese Academy of Sciences (CASIA), Beijing. He received his Ph.D. degree in computer science from Hong Kong University in 2010, and M.S. and B.S. degrees in computer science and technology from Tsinghua University in 2005 and 2002, respectively. His research interests include computer graphics, geometric processing and visualization.
引用本文:   
Dong-Ming Yan, Jian-Wei Guo, Bin Wang, Xiao-Peng Zhang, Peter Wonka.蓝噪声采样算法及其应用综述[J]  Journal of Computer Science and Technology , 2015,V30(3): 439-452
Dong-Ming Yan, Jian-Wei Guo, Bin Wang, Xiao-Peng Zhang, Peter Wonka.A Survey of Blue-Noise Sampling and Its Applications[J]  Journal of Computer Science and Technology, 2015,V30(3): 439-452
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