Concepedia

Single-image Deblurring

Single-Image Deblurring is a computational image restoration method that specifically addresses the recovery of a sharp, clear image from a single motion-blurred input by estimating and inverting the underlying blur kernel or through end-to-end learning, distinguishing it from multi-frame or video-based deblurring techniques.

144

Publications

10.4K

Citations

413

Authors

184

Institutions

Publications per year

2017–2026

100

Parents

Publications

144

High-quality motion deblurring from a single image

Qi Shan, Jiaya Jia, Aseem Agarwala · ACM Transactions on Graphics · 2008 · 1.4K citations

, , +16

DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better

Orest Kupyn, Tetiana Martyniuk, Junru Wu et al. · 2019 · 1.1K citations

, , +9

A Comparative Study for Single Image Blind Deblurring

Wei‐Sheng Lai, Jia‐Bin Huang, Zhe Hu et al. · 2016 · 461 citations

, , +14

Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels

Kai Zhang, Wangmeng Zuo, Lei Zhang · 2019 · 414 citations

, , +13

Single Image Motion Deblurring Using Transparency

Jiaya Jia · 2007 · 340 citations

, , +16

1–5 of 144

Authors

413

  1. WR
    Wenqi Ren

    Chinese Academy of Sciences, China

    6 publications · 599 citations

    6

    h-index

  2. JJ
    Jiaya Jia

    Chinese University of Hong Kong, Hong Kong SAR China

    4 publications · 2K citations

    4

    h-index

  3. ZW
    Zhangyang Wang

    The University of Texas at Austin, United States

    4 publications · 1.3K citations

    4

    h-index

  4. JC
    Jun-Cheng Chen

    University of Maryland, College Park, United States

    3 publications · 213 citations

    3

    h-index

  5. HJ
    Hui Ji

    National University of Singapore, Singapore

    3 publications · 295 citations

    3

    h-index

1–5 of 413

Institutions

184

  1. Chinese Academy of Sciences

    Beijing, China

    11 h-index

    26 publications

    1.1K citations

  2. National University of Singapore

    Singapore, Singapore

    6 h-index

    10 publications

    931 citations

  3. Peng Cheng Laboratory

    Shenzhen, China

    6 h-index

    7 publications

    656 citations

  4. Institute of Information Engineering

    Beijing, China

    4 h-index

    5 publications

    350 citations

  5. Harbin Institute of Technology

    Harbin, China

    4 h-index

    8 publications

    1K citations

  6. University of Chinese Academy of Sciences

    Beijing, China

    4 h-index

    15 publications

    455 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    7 publications

    3.7K citations

  8. South China University of Technology

    Guangzhou, China

    4 h-index

    10 publications

    194 citations

1–8 of 184

Venues

  1. 8

    h-index

  2. Pattern Recognition

    6 publications · 271 citations

    6

    h-index

  3. The Visual Computer

    3 publications · 123 citations

    5

    h-index

  4. Neurocomputing

    5 publications · 346 citations

    5

    h-index

  5. Optik

    5 publications · 173 citations

    5

    h-index

1–5