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

Author

Shaohui Mei

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2026

SSDiffNet: Semantic-Guided and Structure-Consistent Diffusion for Aerial Visible-to-Infrared Image Translation

Visible-to-infrared image translation in aerial scenarios is fundamentally challenged by severe cross-modal appearance discrepancies, complex land-cover semantics, and large variations in brightness distribution. Existing methods, largely developed for natural scenes, often fail to jointly preserve semantic corresponde...

Zhe Guo, Lan Wei, Rui Luo et al. · 0 citations
2026

Dual-Domain Adversarial Purification for Robust Remote Sensing Scene Classification

Deep learning has boosted remote sensing (RS) scene classification, but adversarial examples can still cause high-confidence misclassification with imperceptible perturbations. Adversarial purification (AP) offers a practical test-time defense without retraining the classifier. However, most existing methods are confin...

Yuru Su, Shaohui Mei, Mingyang Ma et al. · 0 citations

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