Example-based super-resolution

被引:1783
|
作者
Freeman, WT [1 ]
Jones, TR [1 ]
Pasztor, EC [1 ]
机构
[1] Mitsubishi Elect Res Labs, Cambridge, MA USA
关键词
D O I
10.1109/38.988747
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
To address the lack of resolution independence in most models, we developed a fast and simple one-pass, training-based super-resolution algorithm for creating plausible high-frequency details in zoomed images.
引用
收藏
页码:56 / 65
页数:10
相关论文
共 50 条
  • [32] Adaptive example-based super-resolution using kernel PCA with a novel classification approach
    Takahiro Ogawa
    Miki Haseyama
    [J]. EURASIP Journal on Advances in Signal Processing, 2011
  • [33] An Example-based Super-Resolution Algorithm for Multi-Spectral Remote Sensing Images
    Hans, W. Jino
    Merlin, Lysiya S.
    Venkateswaran, N.
    Priya, Divya T.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2016, 7 (09) : 318 - 323
  • [34] Example-Based Super-Resolution Land Cover Mapping Using Support Vector Regression
    Zhang, Yihang
    Du, Yun
    Ling, Feng
    Fang, Shiming
    Li, Xiaodong
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2014, 7 (04) : 1271 - 1283
  • [35] HIERARCHICAL EXAMPLE-BASED RANGE-IMAGE SUPER-RESOLUTION WITH EDGE-PRESERVATION
    Mandal, Srimanta
    Bhavsar, Arnav
    Sao, Anil Kumar
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 3867 - 3871
  • [36] Adaptive example-based super-resolution using kernel PCA with a novel classification approach
    Ogawa, Takahiro
    Haseyama, Miki
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2011, : 1 - 29
  • [37] A Novel Example-based Super-resolution Approach Based on Patch Classification and the KPCA Prior Model
    Hu, Yu
    Shen, Tingzhi
    Lam, Kin Man
    Zhao, Sanyuan
    [J]. 2008 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, VOLS 1 AND 2, PROCEEDINGS, 2008, : 6 - +
  • [38] Hybrid Method for Image Super-Resolution Using Steering Kernel Regression and Example-based Approaches
    Hareesh, Sai A.
    Srikanth, Chintalapati Lalith
    Chandrasekaran, Venkatachalam
    [J]. 2013 IEEE SECOND INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP), 2013, : 288 - 293
  • [39] Example-based single document image super-resolution: a global MAP approach with outlier rejection
    Dmitry Datsenko
    Michael Elad
    [J]. Multidimensional Systems and Signal Processing, 2007, 18 : 103 - 121
  • [40] Single image super-resolution by combining self-learning and example-based learning methods
    Ai, Na
    Peng, Jinye
    Zhu, Xuan
    Feng, Xiaoyi
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 75 (11) : 6647 - 6662