Super-Resolution Approach to Increasing the Resolution of Image

被引：0
|
作者：
Agafonov, Vladislav [1 ]
机构：
[1] Volgograd State Tech Univ, Volgograd 400005, Russia
来源：
KNOWLEDGE-BASED SOFTWARE ENGINEERING, JCKBSE 2014 | 2014年 / 466卷
关键词：
Super-Resolution; increasing image resolution; multi-frame image processing;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Super-resolution (SR) is a class of techniques that enhance the resolution of an imaging system by combining complimentary information from several images to produce high resolution images of a subject. Fast non-iterative and iterative algorithms are described in this article. The metrics to compare the images are investigated also. In conclusion shows the comparative results of these methods. Test results showed good practical applicability of the developed algorithms.
引用
收藏
页码：341 / 355
页数：15
相关论文
共 50 条
  • [1] An iterative approach to image super-resolution
    Bannore, Vivek
    Swierkowski, Leszek
    [J]. INTELLIGENT INFORMATION PROCESSING III, 2006, 228 : 473 - +
  • [2] Hyperspectral Image Super-Resolution with RGB Image Super-Resolution as an Auxiliary Task
    Li, Ke
    Dai, Dengxin
    van Gool, Luc
    [J]. 2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022), 2022, : 4039 - 4048
  • [3] A Progressive Approach for Single Image Super-Resolution
    Liang, Yongbo
    Cao, Guo
    Li, Xuesong
    [J]. FOURTH INTERNATIONAL WORKSHOP ON PATTERN RECOGNITION, 2019, 11198
  • [4] A Bayesian Nonparametric Approach to Image Super-Resolution
    Polatkan, Guengoer
    Zhou, Mingyuan
    Carin, Lawrence
    Blei, David
    Daubechies, Ingrid
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 37 (02) : 346 - 358
  • [5] Evaluation of resolution improvement for super-resolution image
    Lu, Y
    [J]. IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium, Vols 1-8, Proceedings, 2005, : 3724 - 3727
  • [6] Image super-resolution survey
    van Ouwerkerk, J. D.
    [J]. IMAGE AND VISION COMPUTING, 2006, 24 (10) : 1039 - 1052
  • [7] Super-resolution reconstruction of an image
    Elad, M
    Feuer, A
    [J]. NINETEENTH CONVENTION OF ELECTRICAL AND ELECTRONICS ENGINEERS IN ISRAEL, 1996, : 391 - 394
  • [8] Super-resolution inducing of an image
    Calle, D
    Montanvert, A
    [J]. 1998 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL 3, 1998, : 232 - 236
  • [9] Epitomic Image Super-Resolution
    Yang, Yingzhen
    Wang, Zhangyang
    Wang, Zhaowen
    Chang, Shiyu
    Liu, Ding
    Shi, Honghui
    Huang, Thomas S.
    [J]. THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2016, : 4278 - 4279
  • [10] Super-resolution image reconstruction
    Kang, MG
    Chaudhuri, S
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 2003, 20 (03) : 19 - 20
12345