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Jeong, Won-Ki
High-performance Visual Computing Lab
Research Interests
  • Visualization, image processing, machine learning, parallel computing

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Vivaldi: A domain-specific language for volume processing and visualization on distributed heterogeneous systems

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dc.contributor.author Choi, Hyungsuk ko
dc.contributor.author Choi, Woohyuk ko
dc.contributor.author Quan, Tran Minh ko
dc.contributor.author Hildebrand, David G. C. ko
dc.contributor.author Pfister, Hanspeter ko
dc.contributor.author Jeong, Won-Ki ko
dc.date.available 2014-12-03T00:00:58Z -
dc.date.created 2014-12-02 ko
dc.date.issued 2014-12 ko
dc.identifier.citation IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.20, no.12, pp.2407 - 2416 ko
dc.identifier.issn 1077-2626 ko
dc.identifier.uri https://scholarworks.unist.ac.kr/handle/201301/9306 -
dc.description.abstract (Figure Presented) As the size of image data from microscopes and telescopes increases, the need for high-throughput processing and visualization of large volumetric data has become more pressing. At the same time, many-core processors and GPU accelerators are commonplace, making high-performance distributed heterogeneous computing systems affordable. However, effectively utilizing GPU clusters is difficult for novice programmers, and even experienced programmers often fail to fully leverage the computing power of new parallel architectures due to their steep learning curve and programming complexity. In this paper, we propose Vivaldi, a new domain-specific language for volume processing and visualization on distributed heterogeneous computing systems. Vivaldi's Python-like grammar and parallel processing abstractions provide flexible programming tools for non-experts to easily write high-performance parallel computing code. Vivaldi provides commonly used functions and numerical operators for customized visualization and high-throughput image processing applications. We demonstrate the performance and usability of Vivaldi on several examples ranging from volume rendering to image segmentation. ko
dc.description.statementofresponsibility close -
dc.language 영어 ko
dc.publisher IEEE COMPUTER SOC ko
dc.title Vivaldi: A domain-specific language for volume processing and visualization on distributed heterogeneous systems ko
dc.type ARTICLE ko
dc.identifier.scopusid 2-s2.0-84909998985 ko
dc.identifier.wosid 000344991700086 ko
dc.type.rims ART ko
dc.description.wostc 0 *
dc.description.scopustc 1 *
dc.date.tcdate 2015-05-06 *
dc.date.scptcdate 2014-12-02 *
dc.identifier.doi 10.1109/TVCG.2014.2346322 ko
dc.identifier.url http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=84909998985 ko
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