BriefGPT.xyz
May, 2018
小波卷积神经网络
Wavelet Convolutional Neural Networks
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Shin Fujieda, Kohei Takayama, Toshiya Hachisuka
TL;DR
我们提出了一种新的CNN架构,Wavelet CNN结合多分辨率分析和CNNs成为一个模型,在图像分类和图像注释等任务中,它比传统CNN具有更好的性能与较少的参数。
Abstract
Spatial and
spectral approaches
are two major approaches for image processing tasks such as image classification and object recognition. Among many such algorithms,
convolutional neural networks
(CNNs) have recen
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