Multi-Level Wavelet Convolutional Neural Networks

In computer vision, convolutional networks (CNNs) often adopt pooling to enlarge receptive field which has the advantage of low computational complexity. However, pooling can cause information loss and thus is detrimental to further operations such as features extraction and analysis. Recently, dila...

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Bibliographic Details
Main Authors: Pengju Liu, Hongzhi Zhang, Wei Lian, Wangmeng Zuo
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8732332/