CV-CPKAN: Complex-Valued Convolutional Kolmogorov–Arnold Framework for PolSAR Image Classification

Deep learning has significantly advanced PolSAR image processing, with a growing trend of integrating mathematical theories into deep neural networks to enhance their capabilities with regard to complex data. Kolmogorov–Arnold networks (KANs), which leverage nonlinear mappings derived from the Kolmo...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Zuzheng Kuang, Shuxin Liu, Haixia Bi, Lijun He, Fan Li
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-01-01
coleção:	Remote Sensing
Assuntos:	PolSAR image classification complex-valued deep neural network (CV-DNN) Kolmogorov–Arnold convolution layers convolutional Kolmogorov–Arnold network (convolutional KAN)
Acesso em linha:	https://www.mdpi.com/2072-4292/18/2/330
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!