For group project of Digital Image Processing on blind image deblurring.
directory | description |
---|---|
IQM | Image Quality Metric Matlab toolbox |
Supports easy image quality evaluation with 16+ flavours, namely:
- Full-reference metrics
- MSE
- SNR
- PSNR
- WSNR
- SSIM
- MSSSIM
- VIF
- IFC
- NQM
- UIQI
- 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.