BriefGPT.xyz
Feb, 2020
可辨识图像压缩
Discernible Compressed Images via Deep Perception Consistency
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Zhaohui Yang, Yunhe Wang, Chao Xu, Chang Xu
TL;DR
本文提出了一种名为 Discernible Image Compression(DIC)的方法,旨在通过追求外观和感知一致性来生成高质量的压缩图像,并利用经过预训练的CNN提取原始和压缩图像的特征,同时最小化特征分布之间的差异,实验结果表明使用该方法压缩的图像可被下游的视觉识别和检测模型良好识别。
Abstract
image compression
, as one of the fundamental low-level image processing tasks, is very essential for computer vision. Conventional
image compression
methods tend to obtain compressed images by minimizing their ap
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