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...

Deskribapen osoa

Xehetasun bibliografikoak

Egile Nagusiak:	Zuzheng Kuang, Shuxin Liu, Haixia Bi, Lijun He, Fan Li
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	MDPI AG 2026-01-01
Saila:	Remote Sensing
Gaiak:	PolSAR image classification complex-valued deep neural network (CV-DNN) Kolmogorov–Arnold convolution layers convolutional Kolmogorov–Arnold network (convolutional KAN)
Sarrera elektronikoa:	https://www.mdpi.com/2072-4292/18/2/330
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!