Concepedia

Sparse Representation-based Image Fusion

Sparse Representation-Based Image Fusion is an image fusion framework that represents source images using sparse signal models, distinguishing itself by leveraging overcomplete dictionaries and sparsity-promoting optimization to preserve salient features in the fused output.

190

Publications

14.5K

Citations

587

Authors

211

Institutions

Publications per year

2017–2026

125

Parents

Publications

190

A general framework for image fusion based on multi-scale transform and sparse representation

Yü Liu, Shuping Liu, Zengfu Wang · Information Fusion · 2014 · 1.4K citations

, , +16

Image Fusion With Convolutional Sparse Representation

Yü Liu, Xun Chen, Rabab Ward et al. · IEEE Signal Processing Letters · 2016 · 977 citations

, , +12

Multifocus Image Fusion and Restoration With Sparse Representation

Bin Yang, Shutao Li · IEEE Transactions on Instrumentation and Measurement · 2009 · 735 citations

, , +12

Hyperspectral and Multispectral Image Fusion Based on a Sparse Representation

Qi Wei, José M. Bioucas‐Dias, Nicolas Dobigeon et al. · IEEE Transactions on Geoscience and Remote Sensing · 2015 · 677 citations · Full text

, , +16

Multi-focus image fusion using dictionary-based sparse representation

Mansour Nejati, Shadrokh Samavi, Shahram Shirani · Information Fusion · 2014 · 526 citations

, , +13

1–5 of 190

Authors

587

  1. ZZ
    Zhiqin Zhu

    Chongqing University of Posts and Telecommunications, China

    10 publications · 917 citations

    10

    h-index

  2. YY
    Yong Yang

    Jiangxi University of Finance and Economics, China

    8 publications · 254 citations

    8

    h-index

  3. GQ
    Guanqiu Qi

    Chongqing University of Posts and Telecommunications, China

    8 publications · 673 citations

    8

    h-index

  4. SH
    Shuying Huang

    Jiangxi University of Finance and Economics, China

    8 publications · 254 citations

    8

    h-index

  5. YL
    Yü Liu

    Hefei University of Technology, China

    7 publications · 3.1K citations

    7

    h-index

1–5 of 587

Institutions

211

  1. Xidian University

    Xi'an, China

    12 h-index

    33 publications

    1.3K citations

  2. Chongqing University

    Chongqing, China

    11 h-index

    36 publications

    3.9K citations

  3. Beihang University

    Beijing, China

    10 h-index

    23 publications

    1.6K citations

  4. Chongqing University of Posts and Telecommunications

    Chongqing, China

    9 h-index

    25 publications

    815 citations

  5. Northwestern Polytechnical University

    Xi'an, China

    9 h-index

    27 publications

    1.5K citations

  6. Jiangxi University of Finance and Economics

    Nanchang, China

    8 h-index

    38 publications

    1.2K citations

  7. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    7 publications

    2.1K citations

  8. Hunan University

    Changsha, China

    6 h-index

    12 publications

    3K citations

1–8 of 211

Venues

  1. Biomedical Signal Processing and Control

    10 publications · 512 citations

    10

    h-index

  2. IEEE Access

    9 publications · 226 citations

    9

    h-index

  3. Infrared Physics & Technology

    8 publications · 701 citations

    8

    h-index

  4. 8

    h-index

  5. Information Fusion

    7 publications · 2.3K citations

    7

    h-index

1–5