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China University of Mining and Technology-Beijing
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Low-light 3D reconstruction gets a boost from NAKA-GS, a bionics-inspired approach that significantly outperforms baselines by intelligently correcting color and pruning noisy points.
Reconstructing 3D scenes from images obscured by smoke and extreme darkness is now significantly more achievable, thanks to insights gleaned from the NTIRE 2026 challenge.
