ExpoCM enables fast one-step single-image HDR reconstruction via exposure-dependent perturbations and region-conditioned consistency trajectories derived from a probability flow ODE.
Hdr image reconstruction from a single exposure using deep cnns.ACM TOG, 36(6):1–15,
2 Pith papers cite this work. Polarity classification is still indexing.
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The paper introduces a DiT-based flow-matching model that generates linear images by synthesizing text-conditioned exposure brackets to preserve full dynamic range.
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ExpoCM: Exposure-Aware One-Step Generative Single-Image HDR Reconstruction
ExpoCM enables fast one-step single-image HDR reconstruction via exposure-dependent perturbations and region-conditioned consistency trajectories derived from a probability flow ODE.
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Linear Image Generation by Synthesizing Exposure Brackets
The paper introduces a DiT-based flow-matching model that generates linear images by synthesizing text-conditioned exposure brackets to preserve full dynamic range.