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...

Täydet tiedot

Bibliografiset tiedot

Päätekijät:	Zuzheng Kuang, Shuxin Liu, Haixia Bi, Lijun He, Fan Li
Aineistotyyppi:	Artigo
Kieli:	Inglês
Julkaistu:	MDPI AG 2026-01-01
Sarja:	Remote Sensing
Aiheet:	PolSAR image classification complex-valued deep neural network (CV-DNN) Kolmogorov–Arnold convolution layers convolutional Kolmogorov–Arnold network (convolutional KAN)
Linkit:	https://www.mdpi.com/2072-4292/18/2/330
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