AEKAN: Exploring Superpixel-based AutoEncoder Kolmogorov-Arnold Network for Unsupervised Multimodal Change Detection

Tongfei Liu, Jianjian Xu,Tao Lei, Yingbo Wang, Xiaogang Du,Weichuan Zhang,Zhiyong Lv,Maoguo Gong

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING（2025）

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关键词

Feature extraction,Sensors,Image sensors,Training,Remote sensing,Sensor phenomena and characterization,Land surface,Analytical models,Sun,Radar imaging,Commonality features,heterogeneous images,Kolmogorov-Arnold Network (KAN),multimodal change detection (MCD)

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