MrNeRF (@janusch_patas)
2025-03-04 | โค๏ธ 83 | ๐ 4
DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting
Abstract (excerpt): In this paper, we introduce DoF-Gaussian, a controllable depth-of-field method for 3D-GS. We develop a lens-based imaging model based on geometric optics principles to control DoF effects.
To ensure accurate scene geometry, we incorporate depth priors adjusted per scene and apply defocus-to-focus adaptation to minimize the gap in the circle of confusion. We also introduce a synthetic dataset to assess refocusing capabilities and the modelโs ability to learn precise lens parameters.
Our framework is customizable and supports various interactive applications. Extensive experiments confirm the effectiveness of our method.
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