matlab - CCA for Feature Fusion -
in of multi-modal recognition methods, using canonical correlation analysis (cca) fuse 2 input feature vectors single , low dimension one. matlab has code cca is: [a,b,r,u,v] = canoncorr(x,y); see: http://www.mathworks.com/help/stats/canoncorr.html
i wonder how can reach final (fused) feature vector using function. can explain steps or suggest reference, please?
i found out how perform feature fusion using cca. wrote matlab code , shared code in matlab central.
detailed descriptions can found in paper:
m. haghighat, m. abdel-mottaleb, w. alhalabi, "fully automatic face normalization , single sample face recognition in unconstrained environments," expert systems applications, vol. 47, pp. 23-34, april 2016.
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