Recent Advances of Generative Adversarial Networks in Computer Vision

Recent Advances of Generative Adversarial Networks in Computer Vision

The appearance of generative adversarial networks (GAN) provides a new approach and framework for computer vision. Compared with traditional machine learning algorithms, GAN works via adversarial training concept and is more powerful in both feature learning and representation. GAN also exhibits som...

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Bibliographic Details
Main Authors: Yang-Jie Cao, Li-Li Jia, Yong-Xia Chen, Nan Lin, Cong Yang, Bo Zhang, Zhi Liu, Xue-Xiang Li, Hong-Hua Dai
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Deep learning
generative adversarial networks (GAN)
computer vision (CV)
image generation
style transfer
image inpainting
Online Access:https://ieeexplore.ieee.org/document/8576508/

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