BriefGPT.xyz
Aug, 2023
常见光学像差对分类的稳健性
Classification robustness to common optical aberrations
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Patrick Müller, Alexander Braun, Margret Keuper
TL;DR
通过OpticsBench和OpticsAugment的实验证明了使用实际光学模糊效果进行数据增强可以提高深度神经网络的鲁棒性,这在计算机视觉中具有重要意义。
Abstract
computer vision
using
deep neural networks
(DNNs) has brought about seminal changes in people's lives. Applications range from automotive, face recognition in the security industry, to industrial process monitori
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