GPU-based elastic registration

被引：0
|
作者：
Zhang, Jia-Wan [1 ]
Yang, Jia-Dong [1 ]
Sun, Ji-Zhou [1 ]
Zhang, Hong-Ying [2 ]
机构：
[1] School of Computer Science and Technology, Tianjin University, Tianjin 300072, China
[2] College of Aeronautical Automation, Civil Aviation University of China, Tianjin 300300, China
来源：
Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology | 2008年 / 41卷 / 08期
关键词：
Computer graphics equipment - Pore pressure - Computer graphics - Program processors;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
It is difficult to employ the elastic registration technique in real time application due to its computation cost. With user-friendly programmability and parallel computation, contemporary graphics processing units (GPU) provide a new strategy to solve the problem above. Based on the characteristics of GPU, a platform was proposed to deal with elastic registration using thin-plate spline as the transformation model. Experiments for 2D registration of monomodal and multimodal images were performed. Results show that by using GPU transformation can be obtained more rapidly than by CPU. Particularly, the processing speed of GPU is higher than that of CPU by over one order of magnitude when dealing with images of large size and high resolution.
引用
收藏
页码：946 / 950
相关论文
共 50 条
  • [41] A GPU-Based Approximate SVD Algorithm
    Foster, Blake
    Mahadevan, Sridhar
    Wang, Rui
    PARALLEL PROCESSING AND APPLIED MATHEMATICS, PT I, 2012, 7203 : 569 - 578
  • [42] GPU-Based Hierarchical Texture Decompression
    Stachera, J.
    Rokita, P.
    EUROGRAPHICS 2006: SHORT PAPERS, 2006, : 33 - 36
  • [43] GPU-Based Shape from Silhouettes
    Yous, Sofiane
    Laga, Hamid
    Kidode, Masatsugu
    Chihara, Kunihiro
    GRAPHITE 2007: 5TH INTERNATIONAL CONFERENCE ON COMPUTER GRAPHICS AND INTERACTIVE TECHNIQUES IN AUSTRALASIA AND SOUTHERN ASIA, PROCEEDINGS, 2007, : 71 - +
  • [44] GPU-Based Parallel Reservoir Simulators
    Chen, Zhangxin
    Liu, Hui
    Yu, Song
    Hsieh, Ben
    Shao, Lei
    DOMAIN DECOMPOSITION METHODS IN SCIENCE AND ENGINEERING XXI, 2014, 98 : 199 - 206
  • [45] GPU-based realistic fur rendering
    Laboratory of Computer Science, Institute of Software, Chinese Academy of Sciences, Beijing 100080, China
    不详
    不详
    不详
    Ruan Jian Xue Bao, 2006, 3 (577-586):
  • [46] Performance of a GPU-Based Radar Processor
    Bolding, Mark
    Crumpton, Saul
    Ediger, David
    Samo, George
    2021 IEEE HIGH PERFORMANCE EXTREME COMPUTING CONFERENCE (HPEC), 2021,
  • [47] GPU-based Implementation of Reverb Effect
    Nikolov, Dusan V.
    Misic, Marko J.
    Tomasevic, Milo V.
    2015 23RD TELECOMMUNICATIONS FORUM TELFOR (TELFOR), 2015, : 990 - 993
  • [48] A GPU-Based Parallel Reduction Implementation
    Rfaei Jradi, Walid Abdala
    Dantas do Nascimento, Hugo Alexandre
    Martins, Wellington Santos
    HIGH PERFORMANCE COMPUTING SYSTEMS, WSCAD 2018, 2020, 1171 : 168 - 182
  • [49] GPU-Based Acceleration for Interior Tomography
    Liu, Rui
    Luo, Yan
    Yu, Hengyong
    IEEE ACCESS, 2014, 2 : 757 - 770
  • [50] From CPU to GPU: GPU-based electromagnetic computing (GPUECO)
    Tao, Y. B.
    Lin, H.
    Bao, H. J.
    PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2008, 81 : 1 - 19
12345