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...

Ful tanımlama

Kaydedildi:

Detaylı Bibliyografya
Asıl Yazarlar:	Zuzheng Kuang, Shuxin Liu, Haixia Bi, Lijun He, Fan Li
Materyal Türü:	Artigo
Dil:	Inglês
Baskı/Yayın Bilgisi:	MDPI AG 2026-01-01
Seri Bilgileri:	Remote Sensing
Konular:	PolSAR image classification complex-valued deep neural network (CV-DNN) Kolmogorov–Arnold convolution layers convolutional Kolmogorov–Arnold network (convolutional KAN)
Online Erişim:	https://www.mdpi.com/2072-4292/18/2/330
Etiketler:	Etiketle Etiket eklenmemiş, İlk siz ekleyin!

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

Benzer Materyaller