苏科华
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
E-Mail:
Date of Employment:2008-11-02
School/Department:计算机学院
Education Level:研究生毕业
Business Address:D203
Gender:Male
Contact Information:13517299596
Status:Employed
Discipline:Computer Applications Technology
Communications and Information Systems
Other specialties in Software Engineering
Cyberspace Security
Hits:
Impact Factor:1.5
DOI number:10.1016/j.cagd.2016.05.005
Affiliation of Author(s):ELSEVIER
Journal:COMPUTER AIDED GEOMETRIC DESIGN
Place of Publication:RADARWEG 29, 1043 NX AMSTERDAM, NETHERLANDS
Key Words:Area-preservation mapping;Multi-holed surface;Surface flattening;Optimal transport mapping;Ricci flow
Abstract:This work proposes a novel method for computing area-preserving parameterization for genus zero surfaces with multiple boundaries (poly-annuli), which is based on discrete optimal mass transportation and surface Ricci Flow. We first begin with a conformal mapping (which may greatly distort area) by Ricci Flow and then correct the area distortion using the mass transport procedure via a convex optimization. The method is intrinsic and stable, and the resulting parameterization preserves area element and minimizes angle distortion. Comparing with existing algorithms, our method is more general and flexible. It can handle surfaces with more complicated topology, and gives users full control of the target measure, such as the areas of the holes. We have tested the method for applications in various fields. Our experimental results demonstrate the efficiency and efficacy of the proposed method. (C) 2016 Elsevier B.V. All rights reserved.
Co-author:Cui Li,Qian Kun,Zhang Junwei,Gu Xianfeng
First Author:Su Kehua
Indexed by:Article
Correspondence Author:Lei Na,Zhang Min
Document Type:J
Volume:46
Page Number:76-91
ISSN No.:0167-8396
Translation or Not:no
Date of Publication:2016-09-23
苏科华,男,武汉大学计算机学院教授、博导;武汉大学科技成果转化中心(技术转移中心)副主任。研究主要集中在最优传输(Optimal Transport)领域,它是研究概率测度间最优变换的一类优化问题。在计算机图形学、机器视觉、人工智能、医学图像处理等领域有着广泛的应用。本人主要研究最优传输的几何计算理论和高效算法,并将其应用于网格保测参数化、三维场景优化、智能烧伤评估和卫星互联网任务优化中。主持包括国家自然科学基金、中央军科委、航天5院、华为公司等20多个项目支持,发表论文50余篇,获批发明专利10余项。为CCF计算机辅助设计与图形学(CAD/CG)和虚拟现实与可视化(TCVRV)专委会的执行委员。