<inline-formula><tex-math notation="LaTeX">$C^{2}N^{2}$</tex-math></inline-formula>: Complex-Valued Contourlet Neural Network

<inline-formula><tex-math notation="LaTeX">$C^{2}N^{2}$</tex-math></inline-formula>: Complex-Valued Contourlet Neural Network

Complex-valued convolutional neural networks (CV-CNN) have recently gained recognition in feature representation learning. It implements the repeated application of the operations in convolution, local average pooling, and the absolute value of the resulting vectors. However, it is only conducted in...

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Bibliographic Details
Main Authors: Mengkun Liu, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Shuyuan Yang, Yuwei Guo, Puhua Chen
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Classification
complex-valued contourlet neural network (C<named-content xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" content-type="math" xlink:type="simple"> <inline-formula> <tex-math notation="LaTeX">$^{2}$</tex-math> </inline-formula> </named-content>N<inline-formula xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"> <tex-math notation="LaTeX">$^{2}$</tex-math> </inline-formula>)
nonsubsampled contourlet (NSCT) transform
polarimetric synthetic aperture radar (PolSAR)
Online Access:https://ieeexplore.ieee.org/document/10415179/

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https://ieeexplore.ieee.org/document/10415179/

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