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The MIT License (MIT) | ||
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Copyright (c) 2018-present Fabio Spampinato | ||
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Permission is hereby granted, free of charge, to any person obtaining a | ||
copy of this software and associated documentation files (the "Software"), | ||
to deal in the Software without restriction, including without limitation | ||
the rights to use, copy, modify, merge, publish, distribute, sublicense, | ||
and/or sell copies of the Software, and to permit persons to whom the | ||
Software is furnished to do so, subject to the following conditions: | ||
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The above copyright notice and this permission notice shall be included in | ||
all copies or substantial portions of the Software. | ||
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR | ||
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, | ||
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE | ||
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER | ||
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING | ||
FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER | ||
DEALINGS IN THE SOFTWARE. |
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function predicted_responses = ccmapply(camera_responses,... | ||
model,... | ||
matrix,... | ||
scale) | ||
% CCMAPPLY converts the camera responses into the corrected color responses, | ||
% via a scaling factor and a color correction matrix. | ||
% | ||
% INPUTS: | ||
% camera_responses: Nx3 camera linear RGB responses to be validated, in | ||
% the range 0-1, with darkness level subtracted. (can | ||
% also be XYZ responses in some particular cases) | ||
% model: color correction model, based on which the camera | ||
% responses will be expanded. | ||
% 'linear3x3' (default) | 'root6x3' | 'root13x3' | | ||
% 'poly4x3' | 'poly6x3' | 'poly7x3' | 'poly9x3' | ||
% matrix: color correction matrix, the size of which must match | ||
% 'model'. | ||
% scale: the scaling factor. Camera responses will be first | ||
% scaled by this factor and then be expanded and | ||
% multiplied. (default = 1) | ||
% | ||
% OUTPUTS: | ||
% predicted_responses: the color corrected responses predicted by 'scale' | ||
% and 'matrix', i.e., predicted_responses = | ||
% (scale * expanded_camera_responses) * matrix | ||
% | ||
% Copyright | ||
% Qiu Jueqin - Feb, 2019 | ||
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% check the inputs | ||
assert(size(camera_responses, 2) == 3,... | ||
'Test responses must be a Nx3 matrix.'); | ||
assert(max(camera_responses(:)) <= 1 && min(camera_responses(:)) >= 0,... | ||
'Test responses must be in the range of [0, 1]. Normalize them before color correction.'); | ||
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% check the color correction model | ||
models_list = {'linear3x3',... | ||
'root6x3', 'root13x3',... | ||
'poly4x3', 'poly6x3', 'poly7x3', 'poly9x3'}; | ||
if ~ismember(lower(model), models_list) | ||
error('%s is not a valid color correction model. Only following models are supported:\n%s',... | ||
param.model, strjoin(models_list, ' | ')); | ||
end | ||
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% determine the number of terms | ||
term_num = regexp(model, '(\d{1,2})x', 'tokens'); | ||
term_num = str2double(term_num{1}{1}); | ||
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% check the matrix | ||
if size(matrix, 1) == term_num + 1 | ||
add_bias = true; | ||
elseif size(matrix, 1) == term_num | ||
add_bias = false; | ||
else | ||
error('The model ''%s'' and the matrix do not match.', model); | ||
end | ||
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% scaling | ||
if nargin < 4 || isempty(scale) || scale <= 0 | ||
scale = 1; | ||
end | ||
camera_responses = scale * camera_responses; | ||
camera_responses = max(min(camera_responses, 1), 0); | ||
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% expand the camera responses | ||
expanded_camera_responses = response_expand(camera_responses, model, add_bias); | ||
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% color correction | ||
predicted_responses = expanded_camera_responses * matrix; |
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