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Peng-Cheng Xie

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Open access Sep 2026

Branch-Decoupled Regularization and Edge-Aware Selective Densification for Three-View 3D Gaussian Splatting

Three-view 3D Gaussian Splatting is prone to insufficient geometric constraints, overfitting to sparse color observations, and uneven allocation of Gaussian representation capacity, leading to structural distortions and local artifacts. We propose a DNGaussian-based framework that combines branch-decoupled regularizati...

Peng-Cheng Xie, Fan Zhou, Shi-Wei Shao · 0 citations

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