arXiv Open Access 2022

Using Augmented Face Images to Improve Facial Recognition Tasks

Shuo Cheng Guoxian Song Wan-Chun Ma Chao Wang Linjie Luo

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Abstrak

We present a framework that uses GAN-augmented images to complement certain specific attributes, usually underrepresented, for machine learning model training. This allows us to improve inference quality over those attributes for the facial recognition tasks.

Topik & Kata Kunci

cs.CV cs.GR

Penulis (5)

Shuo Cheng

Guoxian Song

Wan-Chun Ma

Chao Wang

Linjie Luo

Format Sitasi

APA MLA BibTeX

Cheng, S., Song, G., Ma, W., Wang, C., Luo, L. (2022). Using Augmented Face Images to Improve Facial Recognition Tasks. https://arxiv.org/abs/2205.06873

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Informasi Jurnal

Tahun Terbit: 2022
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓