StopThePop: Sorted Gaussian Splatting for View-Consistent Real-time Rendering

no code implementations • 1 Feb 2024 • Lukas Radl, Michael Steiner, Mathias Parger, Alexander Weinrauch, Bernhard Kerbl, Markus Steinberger

Consequently, rendering performance is nearly doubled, making our approach 1. 6x faster than the original Gaussian Splatting, with a 50% reduction in memory requirements.

Novel View Synthesis

Training and Predicting Visual Error for Real-Time Applications

1 code implementation • 13 Oct 2023 • João Libório Cardoso, Bernhard Kerbl, Lei Yang, Yury Uralsky, Michael Wimmer

Specifically, we train and deploy a neural network to estimate the visual error resulting from reusing shading or using reduced shading rates.

3D Gaussian Splatting for Real-Time Radiance Field Rendering

1 code implementation • 8 Aug 2023 • Bernhard Kerbl, Georgios Kopanas, Thomas Leimkühler, George Drettakis

Radiance Field methods have recently revolutionized novel-view synthesis of scenes captured with multiple photos or videos.

Camera Calibration Novel View Synthesis

Gaussian Mixture Convolution Networks

1 code implementation • ICLR 2022 • Adam Celarek, Pedro Hermosilla, Bernhard Kerbl, Timo Ropinski, Michael Wimmer

This paper proposes a novel method for deep learning based on the analytical convolution of multidimensional Gaussian mixtures.