BriefGPT.xyz
Dec, 2017
学习到的感知图像增强
Learned Perceptual Image Enhancement
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Hossein Talebi, Peyman Milanfar
TL;DR
本文提出了一种使用卷积神经网络的学习no-reference image quality metric来提高图像处理算子的感知质量的方法，从而优化图像增强算法，成功调整局部色调映射和去雾等多种操作。
Abstract
Learning a typical
image enhancement pipeline
involves minimization of a
loss function
between enhanced and reference images. While L1 and L2 losses are perhaps the most widely used functions for this purpose, th
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