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Southern University of Science and Technology, Pengcheng Laboratory
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Nonlinear tone mappings can boost low-light 3D reconstruction quality by over 4 dB, challenging the efficacy of traditional linear methods.
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.