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  1. RESEARCH · arXiv cs.CV English(EN) · · [7 sources]

    Local-GS: Accelerating 3D Gaussian Splatting via Tile-Local Warp Coherence

    Researchers are exploring the application of 2D and 3D Gaussian Splatting techniques to various computer vision tasks, including image dehazing and low-light enhancement. New methods like Dehaze-GaussianImage and Fi-Gaussian leverage Gaussian primitives for more efficient and physically interpretable image processing, aiming to improve reconstruction fidelity and reduce artifacts. Additionally, advancements in accelerating 3D Gaussian Splatting, such as TurboGS and Local-GS, focus on optimizing rendering performance and GPU utilization for real-time applications. AI

    IMPACT Advances in Gaussian Splatting are improving efficiency and fidelity in computer vision tasks like image dehazing and rendering.