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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Huan-Feng Shen

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Open access Jul 2026

Temporal Variation-Guided Self-Supervised PolSAR Despeckling Network

A temporally guided self-supervised network (TGSD-Net), which generates pseudo training pairs from consecutive noisy observations and leverages a change detection–based prior to exploit temporal redundancy and enhance robustness to land-cover changes.

Shaowei Shi, Liu-Peng Lin, Jie Li et al. · 0 citations

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