Super-Resolution Reconstruction from Truncated Fourier Transform

被引:0
|
作者
Isaev, Mikhail [1 ]
Novikov, Roman G. [2 ,3 ]
Sabinin, Grigory, V [4 ]
机构
[1] Monash Univ, Sch Math, Clayton, Vic, Australia
[2] Inst Polytech Paris, Ecole Polytech, CNRS, CMAP, Palaiseau, France
[3] IEPT Ras, Moscow, Russia
[4] Lomonosov Moscow State Univ, Fac Mech & Math, Moscow, Russia
来源
关键词
D O I
10.1007/978-3-031-41665-1_7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We present recent theoretical and numerical results on recovering a compactly supported function v on R-d, d >= 1, from its Fourier transform Fv given within the ball B-r. We proceed from known results on the prolate spheroidal wave functions and on the Radon transform. The most interesting point of our numerical examples consists in super-resolution, that is, in recovering details beyond the diffraction limit, that is, details of size less than pidividedbyr.pi r, where r is the radius of the ball mentioned above. This short review is based on the works Isaev, Novikov (2022 J. Math. Pures Appl. 163 318-333) and Isaev, Novikov, Sabinin (2022 Inverse Problems 38 105002).
引用
收藏
页码:63 / 69
页数:7
相关论文
共 50 条
  • [41] Efficient Fourier-Wavelet Super-Resolution
    Robinson, M. Dirk
    Toth, Cynthia A.
    Lo, Joseph Y.
    Farsiu, Sina
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (10) : 2669 - 2681
  • [42] A Truncated Matrix Decomposition for Hyperspectral Image Super-Resolution
    Liu, Jianjun
    Wu, Zebin
    Xiao, Liang
    Sun, Jun
    Yan, Hong
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29 (29) : 8028 - 8042
  • [43] ISAR imaging and crystal structure determination from exafs data using a super-resolution fast fourier transform
    Zweig, G
    Wohlberg, B
    PROCEEDINGS OF THE TENTH IEEE WORKSHOP ON STATISTICAL SIGNAL AND ARRAY PROCESSING, 2000, : 458 - 462
  • [44] SwinFR: Combining SwinIR and fast fourier for super-resolution reconstruction of remote sensing images
    Zhang, Jianfei
    Tu, Yanjie
    DIGITAL SIGNAL PROCESSING, 2025, 159
  • [45] Super-Resolution Image Reconstruction Using Wavelet Based Patch and Discrete Wavelet Transform
    Shin, Do Kyung
    Moon, Young Shik
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2015, 81 (01): : 71 - 81
  • [46] Super-Resolution Image Reconstruction Using Wavelet Based Patch and Discrete Wavelet Transform
    Do Kyung Shin
    Young Shik Moon
    Journal of Signal Processing Systems, 2015, 81 : 71 - 81
  • [47] Realization of Single Image Super-Resolution Reconstruction Based on Wavelet Transform and Coupled Dictionary
    Qin, Wei
    Zhao, Min
    Mei, Shuli
    Cattani, Piercarlo
    Guercio, Vincenzo
    Villecco, Francesco
    NEW TECHNOLOGIES, DEVELOPMENT AND APPLICATION V, 2022, 472 : 449 - 456
  • [48] Fourier ring correlation as a resolution criterion for super-resolution microscopy
    Banterle, Niccolo
    Khanh Huy Bui
    Lemke, Edward A.
    Beck, Martin
    JOURNAL OF STRUCTURAL BIOLOGY, 2013, 183 (03) : 363 - 367
  • [49] Super-resolution image reconstruction from a sequence of aliased imagery
    Young, SS
    Driggers, RG
    INFRARED IMAGING SYSTEMS: DESIGN, ANALYSIS, MODELING, AND TESTING XVI, 2005, 5784 : 114 - 124
  • [50] Super-resolution image reconstruction from a sequence of motion images
    Xie, Wei
    Sun, Tao
    Liu, Guoying
    Qin, Qianqing
    REMOTE SENSING AND GIS DATA PROCESSING AND APPLICATIONS; AND INNOVATIVE MULTISPECTRAL TECHNOLOGY AND APPLICATIONS, PTS 1 AND 2, 2007, 6790