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New DOME-HDR framework achieves state-of-the-art HDR image reconstruction

By PulseAugur Editorial · [2 sources] ·

Researchers have developed DOME-HDR, a novel framework for reconstructing High Dynamic Range (HDR) images from multiple exposures. This system first generates a standard dynamic range (SDR) image using a LoRA-adapted latent diffusion model, then leverages this SDR image to guide an HDR Prior-guided Gain Map network (HPGM) for predicting a gain map. DOME-HDR has demonstrated state-of-the-art performance on various datasets, including Kalantari, Tel, and Challenge123, outperforming existing methods in HDR reconstruction quality. AI

IMPACT This research advances HDR image reconstruction techniques, potentially improving visual fidelity in photography and digital imaging applications.

RANK_REASON The cluster describes a new research paper detailing a novel framework for HDR image reconstruction.

Read on Hugging Face Daily Papers →

AI-generated summary · Google Gemini · from 2 sources. How we write summaries →

New DOME-HDR framework achieves state-of-the-art HDR image reconstruction

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The cluster describes a new research paper detailing a novel framework for HDR image reconstruction.
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COVERAGE [2]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    Dual-Output Multi-Exposure HDR Reconstruction via SDR Fusion and Gain Map Inverse Tone Mapping

    We propose DOME-HDR, a dual-output multi-exposure HDR reconstruction framework that jointly produces a perceptually balanced SDR image and a consistent HDR image via gain map inverse tone mapping. Given three bracketed LDR inputs, DOME-HDR first synthesizes a base SDR using a LoR…

  2. arXiv cs.CV TIER_1 English(EN) · Jinho Kim, Jinwoo Kim, Seon Joo Kim ·

    Dual-Output Multi-Exposure HDR Reconstruction via SDR Fusion and Gain Map Inverse Tone Mapping

    arXiv:2608.05626v1 Announce Type: new Abstract: We propose DOME-HDR, a dual-output multi-exposure HDR reconstruction framework that jointly produces a perceptually balanced SDR image and a consistent HDR image via gain map inverse tone mapping. Given three bracketed LDR inputs, D…

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