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Author

Lin Chen

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Open access Aug 2026

Consistent Photometric Enhancement Network for Remote Sensing Change Detection

A Consistent Photometric Enhancement Network (CPEN) for change detection under complex illumination conditions that applies a low-light compensation mechanism to reduce photometric discrepancies between image pairs, which is followed by a bi-temporal enhancement module that jointly improves brightness while preserving...

Pengcheng Han, Zhenyu Xia, Lin Chen et al. · 0 citations
Aug 2026

InfoLoD: Training-Data-Free Hierarchical 3D Gaussian Splatting via Fisher-Guided View Synthesis.

InfoLoD introduces a Fisher-guided self-distillation scheme that uses the Fisher Information Matrix to select geometrically valid, information-rich pseudo viewpoints, enabling LoD training directly from a pre-trained 3DGS model without any original images.

Zhenyu Xia, Pengcheng Han, Lin Chen et al. · 0 citations

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