Perceptual Image Enhancement by Relativistic Discriminant Learning With Cross-Scale Aggregated Representation

In this paper, we introduce an automatic method for image quality enhancement. Our method relies on a multi-level connected generator and a pair-wise relativistic discriminator. Moreover, we also incorporate auxiliary loss functions to exhibit a high-quality image enhancement. Different from other i...

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Bibliographic Details
Main Authors: Yukai Shi, Jinghui Qin, Pengxu Wei, Wanli Ouyang, Liang Lin
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8672893/