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DeCo-Despeckle: Unsupervised SAR Image Despeckling Through Content-Speckle Decoupling and Contrastive Learning

Synthetic aperture radar (SAR) imagery is inherently corrupted by multiplicative speckle, which degrades visual quality and impedes downstream interpretation. While deep learning has shown promise, supervised approaches require large-scale paired noisy-clean datasets that are difficult to acquire, a...

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Xehetasun bibliografikoak
Egile Nagusiak: Wenbo Zhao, Nana Jiang, Jinyan Lin, Xiheng Huang, Jubo Zhu
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: IEEE 2025-01-01
Saila:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Gaiak:
Sarrera elektronikoa:https://ieeexplore.ieee.org/document/11219042/
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