Computational Intelligence and Neuroscience / 2018 / Article / Tab 5

Research Article

Unsupervised Domain Adaptation for Facial Expression Recognition Using Generative Adversarial Networks

Table 5

Comparison with two other methods using GAN generated images, FER-2013JAFFE.

Method Recognition Accuracy on Target Dataset
AlexnetVGG11

Baseline50.70%44.60%
Pseudo-label51.17%42.72%
LSRO53.99%57.75%
DPL54.46%59.62%

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