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Researchers develop MIRA framework to restore high-rate Lissajous confocal laser endomicroscopy images

Researchers have developed MIRA, a new framework designed to improve image quality from high-rate Lissajous confocal laser endomicroscopy. This technique addresses the issue of missing pixels in fast-scanning endomicroscopy by aggregating temporal information across frames. MIRA demonstrated superior restoration performance compared to existing methods while maintaining computational efficiency for potential clinical use. AI

影响 Improves image quality for medical diagnostics, potentially enabling faster and more accurate in vivo optical biopsies.

排序理由 This is a research paper describing a new method and benchmark for image restoration in a specific medical imaging technique.

在 arXiv cs.CV 阅读 →

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Researchers develop MIRA framework to restore high-rate Lissajous confocal laser endomicroscopy images

报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Minhee Lee, Sangyoon Lee, Jiwook Lee, Minki Hong, Kyuyoung Kim, Wonhwa Kim, Jaeho Lee ·

    Multi-frame Restoration for High-rate Lissajous Confocal Laser Endomicroscopy

    arXiv:2605.00527v1 Announce Type: cross Abstract: Lissajous confocal laser endomicroscopy (CLE) is a promising solution for high speed in vivo optical biopsy for handheld scenarios. However, Lissajous scanning traces a resonant trajectory and samples only the visited pixels per f…

  2. arXiv cs.CV TIER_1 English(EN) · Jaeho Lee ·

    Multi-frame Restoration for High-rate Lissajous Confocal Laser Endomicroscopy

    Lissajous confocal laser endomicroscopy (CLE) is a promising solution for high speed in vivo optical biopsy for handheld scenarios. However, Lissajous scanning traces a resonant trajectory and samples only the visited pixels per frame; at high frame rates, many pixels remain unvi…