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

Author

Zhimeng He

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Open access Jul 2026

From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image

MAPSRNet offers a practical solution for scenarios where HR imagery is limited or unavailable, highlighting its potential for large-scale remote sensing applications and demonstrating that perceptual and structural fidelity, rather than pixel-level similarity, can drive superior performance in urban land cover segmentation.

Yuwei Cai, Zhimeng He, Meiliu Wu et al. · 0 citations

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