Author

Ankit Dhiman

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Preprint Aug 2026

Towards Alias-Free 4D Gaussian Representations with Motion-Aware Filtering

This work proposes a motion-aware 3D smoothing filter specifically designed for 4D representations that adapts the filter strength based on local motion information, effectively mitigating aliasing without compromising rendering quality.

Ankit Dhiman, Kunal A Kathare, P.Marichamy M. Vignesh et al. · 0 citations

Jul 2026

AdaptiveSplat:Texture Aware Controllable 3D Gaussian Allocation for Feed-Forward Reconstruction

This work proposes a novel approach to explicitly control the number of Gaussians by leveraging local texture information through three key components: texture estimation to capture spatial variation in scene detail, texture-aware pruning that removes redundant Gaussians from low frequency regions, and an adaptive Gaus...

Badrinath Singhal, G. SrihariK, Sreehari Iyer et al. · arXiv.org · 0 citations