Evaluating GAN-Based Image Augmentation for Threat Detection in Large-Scale Xray Security Images

The inherent imbalance in the data distribution of X-ray security images is one of the most challenging aspects of computer vision algorithms applied in this domain. Most of the prior studies in this field have ignored this aspect, limiting their application in the practical setting. This paper inve...

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Bibliographic Details
Main Authors: Joanna Kazzandra Dumagpi, Yong-Jin Jeong
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Applied Sciences
Subjects:
GAN
Online Access:https://www.mdpi.com/2076-3417/11/1/36