deprecated -- Light Field Toolbox v0.2 -- v0.3 now available
26 Apr 2013
27 Nov 2014)
A set of tools for working with light field (aka plenoptic) imagery in Matlab
|LFColourCorrect(LF, ColMatrix, ColBalance, Gamma)
% LFColourCorrect - applies a colour correction matrix, colour balance vector, and gamma correction
% LF = LFColourCorrect( LF, ColMatrix, ColBalance, Gamma )
% Inputs :
% LF : a light field or image to colour correct. It should be a floating point array, and
% may be of any dimensinality so long as the last dimension has length 3. For example, a 2D
% image of size [Nl,Nk,3], a 4D image of size [Nj,Ni,Nl,Nk,3], and a 1D list of size [N,3]
% are all valid.
% ColMatrix : a 3x3 colour conversion matrix. This can be built from the metadata provided
% with Lytro imagery using the command:
% ColMatrix = reshape(cell2mat(LFMetadata.image.color.ccmRgbToSrgbArray), 3,3);
% as demonstrated in LFUtilDecodeLytroFolder.
% ColBalance : 3-element vector containing a multiplicative colour balance.
% Gamma : rudimentary gamma correction is applied of the form LF = LF.^Gamma.
% Outputs :
% LF, of the same dimensionality as the input.
% This implementation deals with saturated input pixels by aggressively saturating output pixels.
% See also: LFHistEqualize, LFUtilDecodeLytroFolder
% Part of LF Toolbox v0.2 released 27-May-2013
% Copyright (c) 2013, Donald G. Dansereau
function LF = LFColourCorrect(LF, ColMatrix, ColBalance, Gamma)
LFSize = size(LF);
% Flatten input to a flat list of RGB triplets
NDims = numel(LFSize);
LF = reshape(LF, [prod(LFSize(1:NDims-1)), 3]);
% Apply colour balance
LF = bsxfun(@times, LF, ColBalance);
% Apply colour conversion matrix
LF = ((ColMatrix') * LF')';
% Unflatten result
LF = reshape(LF, [LFSize(1:NDims-1),3]);
% Saturating eliminates some issues with clipped pixels, but is aggressive and loses information
% todo[optimization]: find a better approach to dealing with saturated pixels
SaturationLevel = (ColMatrix') * (ColBalance)';
SaturationLevel = min(SaturationLevel);
LF = min(SaturationLevel,max(0,LF));
% Apply gamma
LF = LF .^ Gamma;