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May, 2022
深度学习图像增强技术的全面调查
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning
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Mingle Xu, Sook Yoon, Alvaro Fuentes, Dong Sun Park
TL;DR
本文调研了基于深度学习的图像增强方法,并将其分为三类:无模型、有模型和优化策略。同时,讨论了常见应用的趋势以及使用组和核理论以及无监督学习实现的图像增强方法。
Abstract
deep learning
has been achieving decent performance in
computer vision
requiring a large volume of images, however, collecting images is expensive and difficult in many scenarios. To alleviate this issue, many
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