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dipdeblur's Introduction

DIP-deblur

For group project of Digital Image Processing on blind image deblurring.

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IQM Image Quality Metric Matlab toolbox

IQM

Supports easy image quality evaluation with 16+ flavours, namely:

  1. Full-reference metrics
    • MSE
    • SNR
    • PSNR
    • WSNR
    • SSIM
    • MSSSIM
    • VIF
    • IFC
    • NQM
    • UIQI
  2. No-reference metrics
    • NIQE
    • Liu et al. (MDQE)
    • BLIINDS2
    • BRISQUE
    • DIIVINE
    • SSEQ
    • BIQI
    • CORNIA

For its usage, refer to IQM/README.md. Some in-source documentation found in 'IQM/iqm*.m'.

Note the list of quality metrics supported here is the superset of that compared in: Wei-Sheng Lai, Jia-Bin Huang, Zhe Hu, Narendra Ahuja, and Ming-Hsuan Yang, A Comparative Study for Single Image Blind Deblurring, IEEE Conference on Computer Vision and Pattern Recognition, 2016.

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