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Updated: Jan 8, 2026

Optical Scatter Microscopy Based on Two-Dimensional Gabor Filters
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Optical Scatter Microscopy Based on Two-Dimensional Gabor Filters

Published on: June 2, 2010

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EKF-GS: 拡張カルマンフィルタを用いた改良型3Dガウシアン スプラッティング

Kezhi Wang, Jikai Wang, Zonghai Chen

    IEEE transactions on visualization and computer graphics
    |December 22, 2025
    PubMed
    まとめ

    EKF-GSは、拡張カルマンフィルタ（EKF）と確率的勾配降下法を組み合わせた、高速な3Dガウシアン スプラッティングのための新しいフレームワークを導入します。この手法は、再構成品質とトレーニング効率を向上させ、不確実性定量化も提供します。

    キーワード:
    3Dガウシアン スプラッティング拡張カルマンフィルタ確率的勾配降下法不確実性定量化コンピュータビジョンコンピュータグラフィックス機械学習

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