isetbio / isetpipelinetoolbox Goto Github PK

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├── coneMosaic                      
    ├── ConeResponse.m              # Base Class, Wrapper of ISETBio, compute cone responses to natural images
    ├── ConeResponsePeripheral.m    # Extend the base class to use peripheral cone mosaic and optics
    ├── PeripheralModel.m           # Static function that returns optical model (PSF) at different visual eccentricity
    ├── ConeResponseCmosaic.m       # Extend the base class to use the newly updated cone mosaic 
├── imageEstimator                  # Deprecated; Regression-based method for image reconstruction    
    ├── ...
├── patchEstimator                  # The main algorithm used in our paper
    ├── PatchEstimator.m            # Base class for the estimator
    ├── GaussianPatch...            # Implement the Gaussian image prior
    ├── SparsePatch...              # Implement the sparse coding image prior
    ├── Poisson...                  # Implement the Poisson likelihood function
├── imageHelper                     # Some helper function for image processing
    ├── MarkovPrior.m               # Gaussian prior for which we have control over its spatial and chromatic correlation
    ├── computeBasisPCA.m           # PCA on dataset of natural images
    ├── whitening.m                 # Apply the whitening transformation to images
    ├── sampleImage.m               # Crop image to a specific size
    ├── labDistance.m               # The Spatial CIELAB loss function
    ├── ... 
├── visualHelper                    # Some helper functions for visualization
    ├── ... 
├── hyperspectral                   # Data loader and data curation with hyperspectral images
    ├── ... 
├── fminlbfgs.m                     # MATLAB community implementation of limited memory BFGS.
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