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EURASIP Journal on Image and Video Processing

Table 2 EER for Gabor and pixel-based features for feature space transformation

From: An automated chimpanzee identification system using face detection and recognition

 

ChimpZoo

ChimpTaï

EER

Pixel

Gabor

Pixel

Gabor

RAND

0.3804

0.2885

0.5171

0.4504

PCA

0.2671

0.2161

0.4363

0.3647

LPP

0.2313

0.1290

0.3950

0.2938

  1. Equal error rates (EER) for Gabor and pixel-based features in combination with random projection (RAND), principal component analysis (PCA), and locality preserving projections (LPP) for feature space transformation. Our proposed approach is in boldface and performs best on both datasets.
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