GitHub

DN-Splatter + AGS-Mesh

This repo implements research papers (DN-Splatter and AGS-Mesh) for depth and normal supervision of Gaussian splatting models for improved novel-view synthesis using smartphone data (iPhones) and mesh ...
IEEE

A Novel Robust Kalman Filter Based on Normal-Bernoulli Distribution for Non-Stationary Heavy-Tailed Measurement Noise

Abstract: In this paper, the state estimation problem with non-stationary heavy-tailed measurement noise (NHMN) is considered. The mixture of two Gaussian distributions, with a Bernoulli random ...
GitHub

TSGS: Improving Gaussian Splatting for Transparent Surface Reconstruction via Normal and De-lighting Priors

We present TSGS, a framework for high-fidelity transparent surface reconstruction from multi-views. (a) We introduce TransLab, a novel dataset for evaluating transparent object reconstruction. (b) ...
IEEE

Computation of the Multivariate Gaussian Rate-Distortion-Perception Function

Abstract: In this paper, we propose a generic method for computing the rate-distortion-perception function (RDPF) of a multivariate Gaussian source under tensorizable distortion and perception metrics ...