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Shida Sun

3 accepted papers

2025

Generalizable Non-Line-of-Sight Imaging with Learnable Physical Priors

ICCV 2025poster

Non-line-of-sight (NLOS) imaging, recovering the hidden volume from indirect reflections, has attracted increasing attention due to its potential applications. Despite promising results, existing NLOS reconstruction approaches are constrained by the reliance on empirical physical priors, e.g., singl…

2025

Learning Gain Map for Inverse Tone Mapping

ICLR 2025poster

For a more compatible and consistent high dynamic range (HDR) viewing experience, a new image format with a double-layer structure has been developed recently, which incorporates an auxiliary Gain Map (GM) within a standard dynamic range (SDR) image for adaptive HDR display. This new format motivate…

2024

Toward Dynamic Non-Line-of-Sight Imaging with Mamba Enforced Temporal Consistency

NeurIPS 2024poster

Dynamic reconstruction in confocal non-line-of-sight imaging encounters great challenges since the dense raster-scanning manner limits the practical frame rate. A fewer pioneer works reconstruct high-resolution volumes from the under-scanning transient measurements but overlook temporal consistency…