Author

Wei Lu

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Preprint Aug 2026

SPEANet: Structural Prior Enhanced Attention Network for Parameter-Efficient Remote Sensing Object Detection

Remote sensing object detection (RSOD) requires compact backbones capable of preserving weak geometric cues under extreme scale variation and background clutter. Fixed structural operators provide complementary contour and frequency responses without introducing learnable operator coefficients. However, directly inject...

Wei Lu, Jun-Jie Li, Fei-Fei Sang et al. · 0 citations

Preprint Aug 2026

BRIC-Net: Boundary-Reliable Illumination-Color Interaction for Remote Sensing Image Deshadowing

Shadows in remote sensing images obscure surface appearance and disrupt radiometric continuity, reducing the reliability of visual interpretation and downstream analysis. Remote sensing image deshadowing is an ill-posed inverse problem that requires spatially varying illumination recovery while preserving chromatic and...

Wei Lu, Yi Liu, Si-bao · 0 citations

Preprint Aug 2026

AeroLLE: Constrained Pseudo-Supervision for Nighttime Aerial Image Enhancement with the AeroNight-1.5K Benchmark

Results support constrained, stage-specific calibration as a practical strategy for learning from generated appearance guidance when registered aerial references are unavailable, together with more balanced exposure and color correction across diverse nighttime aerial scenes.

Wei Lu, Hongyuan Liu, Sihao Chen · 0 citations