A super-resolution method for spatio-temporal plasma diagnostics

被引：2
|
作者：
Teliban, I
Block, D
Piel, A
Naulin, V
机构：
[1] Univ Kiel, Inst Expt & Angew Phys, D-24340 Kiel, Germany
[2] Riso Natl Lab, Opt & Fluid Dynam Dept, DK-4000 Roskilde, Denmark
来源：
PLASMA PHYSICS AND CONTROLLED FUSION | 2006年 / 48卷 / 03期
关键词：
D O I：
10.1088/0741-3335/48/3/006
中图分类号：
O35 [流体力学]; O53 [等离子体物理学];
学科分类号：
070204 ; 080103 ; 080704 ;
摘要：
To study turbulence, high spatial and ternporal resolution are required. In experiments, plasma diagnostics are characterized by low spatial and high temporal resolution. An adapted super-resolution algorithm is proposed to improve the spatial resolution by using temporal information. The performance of the super-resolution algorithm is compared with simple interpolation techniques. By means of synthetic data its performance is benchmarked.
引用
收藏
页码：419 / 431
页数：13
相关论文
共 50 条
  • [1] Multi-frame spatio-temporal super-resolution
    Zahra Gharibi
    Sam Faramarzi
    [J]. Signal, Image and Video Processing, 2023, 17 : 4415 - 4424
  • [2] Multi-frame spatio-temporal super-resolution
    Gharibi, Zahra
    Faramarzi, Sam
    [J]. SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (08) : 4415 - 4424
  • [3] Spatio-temporal Super-Resolution Using Depth Map
    Awatsu, Yusaku
    Kawai, Norihiko
    Sato, Tomokazu
    Yokoya, Naokazu
    [J]. IMAGE ANALYSIS, PROCEEDINGS, 2009, 5575 : 696 - 705
  • [4] Super-resolution reconstruction using spatio-temporal filtering
    Goldberg, N
    Feuer, A
    Goodwin, GC
    [J]. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2003, 14 (04) : 508 - 525
  • [5] Spatio-Temporal Fusion Network for Video Super-Resolution
    Li, Huabin
    Zhang, Pingjian
    [J]. 2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,
  • [6] Deep learning method for super-resolution reconstruction of the spatio-temporal flow field
    Bao, Kairui
    Zhang, Xiaoya
    Peng, Wei
    Yao, Wen
    [J]. ADVANCES IN AERODYNAMICS, 2023, 5 (01)
  • [7] Deep learning method for super-resolution reconstruction of the spatio-temporal flow field
    Kairui Bao
    Xiaoya Zhang
    Wei Peng
    Wen Yao
    [J]. Advances in Aerodynamics, 5
  • [8] Super-Resolution Reconstruction for Spatio-Temporal Resolution Enhancement of Video Sequences
    Haseyama, Miki
    Izumi, Daisuke
    Takizawa, Makoto
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (09): : 2355 - 2358
  • [9] Spatio-temporal super-resolution implementation based on camera array
    Zhang, Tinghua
    Sun, Huayan
    Yang, Biao
    Fan, Guihua
    Li, Yingchun
    [J]. FIFTH SYMPOSIUM ON NOVEL OPTOELECTRONIC DETECTION TECHNOLOGY AND APPLICATION, 2019, 11023
  • [10] Residual Invertible Spatio-Temporal Network for Video Super-Resolution
    Zhu, Xiaobin
    Li, Zhuangzi
    Zhang, Xiao-Yu
    Li, Changsheng
    Liu, Yaqi
    Xue, Ziyu
    [J]. THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2019, : 5981 - 5988
12345