Classification schemes based on Partial Least Squares for face identification

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Gerson de Paulo Carlos, Hélio Pedrini, William Robson Schwartz

Published: 2015, Last Modified: 14 May 2025J. Vis. Commun. Image Represent. 2015EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•One-against-all, one-against-some, one-against-none classification schemes.•Face identification based on Partial Least Squares Regression.•Scalable approach for incremental face identification.•Face identification performed on the FRGC, Pubfig83 and Youtube Faces data sets.