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@@ -5,9 +5,15 @@ DCAFUSE applies feature level fusion using a method based on Discriminant Correl | |
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Details can be found in: | ||
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M. Haghighat, M. Abdel-Mottaleb, W. Alhalabi, "Discriminant Correlation Analysis: Real-Time Feature Level Fusion for Multimodal Biometric Recognition," IEEE Transactions on Information Forensics and Security, 2016. | ||
M. Haghighat, M. Abdel-Mottaleb, W. Alhalabi, "Discriminant Correlation Analysis: Real-Time Feature Level Fusion for Multimodal Biometric Recognition," IEEE Transactions on Information Forensics and Security, vol. 11, no. 9, pp. 1984-1996, Sept. 2016. | ||
http://dx.doi.org/10.1109/TIFS.2016.2569061 | ||
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and | ||
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(C) Mohammad Haghighat, University of Miami | ||
[email protected] | ||
PLEASE CITE THE ABOVE PAPER IF YOU USE THIS CODE. | ||
M. Haghighat, M. Abdel-Mottaleb W. Alhalabi, "Discriminant Correlation Analysis for Feature Level Fusion with application to multimodal biometrics," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, pp. 1866-1870. | ||
http://dx.doi.org/10.1109/ICASSP.2016.7472000 | ||
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(C) Mohammad Haghighat, University of Miami | ||
[email protected] | ||
PLEASE CITE THE ABOVE PAPERS IF YOU USE THIS CODE. |
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@@ -4,14 +4,14 @@ | |
% | ||
% | ||
% Inputs: | ||
% X : pxn matrix containing the first set of training feature vectors | ||
% X : pxn matrix containing the first set of training feature vectors | ||
% p: dimensionality of the first feature set | ||
% n: number of training samples | ||
% | ||
% Y : qxn matrix containing the second set of training feature vectors | ||
% Y : qxn matrix containing the second set of training feature vectors | ||
% q: dimensionality of the second feature set | ||
% | ||
% label : 1xn row vector of length n containing the class labels | ||
% label : 1xn row vector of length n containing the class labels | ||
% | ||
% Outputs: | ||
% Ax : Transformation matrix for the first data set (rxp) | ||
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@@ -41,16 +41,28 @@ | |
% >> testZ = [testXcca + testYcca]; | ||
% | ||
% | ||
% | ||
% Details can be found in: | ||
% | ||
% M. Haghighat, M. Abdel-Mottaleb, W. Alhalabi, "Discriminant Correlation | ||
% Analysis: Real-Time Feature Level Fusion for Multimodal Biometric Recognition," | ||
% IEEE Transactions on Information Forensics and Security, 2016. | ||
% M. Haghighat, M. Abdel-Mottaleb, W. Alhalabi, "Discriminant Correlation | ||
% Analysis: Real-Time Feature Level Fusion for Multimodal Biometric | ||
% Recognition," IEEE Transactions on Information Forensics and Security, | ||
% vol. 11, no. 9, pp. 1984-1996, Sept. 2016. | ||
% http://dx.doi.org/10.1109/TIFS.2016.2569061 | ||
% | ||
% and | ||
% | ||
% M. Haghighat, M. Abdel-Mottaleb W. Alhalabi, "Discriminant Correlation | ||
% Analysis for Feature Level Fusion with application to multimodal | ||
% biometrics," IEEE International Conference on Acoustics, Speech and | ||
% Signal Processing (ICASSP), 2016, pp. 1866-1870. | ||
% http://dx.doi.org/10.1109/ICASSP.2016.7472000 | ||
% | ||
% | ||
% | ||
% (C) Mohammad Haghighat, University of Miami | ||
% (C) Mohammad Haghighat, University of Miami | ||
% [email protected] | ||
% PLEASE CITE THE ABOVE PAPER IF YOU USE THIS CODE. | ||
% PLEASE CITE THE ABOVE PAPERS IF YOU USE THIS CODE. | ||
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[p,n] = size(X); | ||
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