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2026

Interpretable Cross-Sensor Hyperspectral Image Super-Resolution

Hyperspectral image super-resolution (HSI SR) has attracted increasing research attention. Despite recent advances, existing HSI SR methods face two major limitations: 1) differences across sensors hinder the generalization of models trained on source-sensor data to unseen sensor data and 2) data-driven methods general...

Yao-Ting Liu, Jiang-Meng Zhou, Ya-Feng Zou et al. · 0 citations
Open access Aug 2026

Sensor-Adaptive Cross-Temporal Difference Modulation for Building Damage Detection in Bi-Temporal Remote Sensing Imagery

Post-event building damage assessment from bi-temporal satellite imagery is challenging because damaged pixels are sparse, structural changes can resemble radiometric variation, and sensor changes can dominate direct feature subtraction. This study evaluates SiameseCTDM with a Sensor-Adaptive Cross-Temporal Difference...

Pan Jiang, Yong-Tao Deng, Tao Yuan et al. · 0 citations

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