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Updated: Jan 8, 2026
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Optical Scatter Microscopy Based on Two-Dimensional Gabor Filters
Published on: June 2, 2010
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EKF-GS: An Improved 3D Gaussian Splatting Using Extended Kalman Filter
IEEE Transactions on Visualization and Computer Graphics
|December 22, 2025
Abstract
None:
We propose EKF-GS, a hybrid optimization framework for 3D Gaussian Splatting that integrates Extended Kalman Filter with stochastic gradient descent. EKF-GS enables faster convergence, uncertainty-guided Gaussian densification, and uncertainty quantification capability. Experiments on public datasets show improved reconstruction quality with fewer iterations and reduced training time.
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