GitHub

GaussianImage: 1000 FPS Image Representation and Compression by 2D Gaussian Splatting

This is the official implementation of our paper GaussianImage, a groundbreaking paradigm of image representation and compression by 2D Gaussian Splatting. With compact 2D Gaussian representation and ...
IEEE

A Gaussian Process Regression Method to Nowcast Cloud-to-Ground Lightning From Remote Sensing and Numerical Weather Modeling Data

Abstract: The climate change of the last decades is causing an increase in the frequency of extreme event occurrences. Numerous studies confirm the link between extreme meteorological events and ...
IEEE

Incremental Heteroscedastic Gaussian Process Regression and Its Applications in Model Predictive Control

Abstract: Gaussian process regression (GPR) models are becoming increasingly tightly integrated into robotic systems, particularly in the context of robot model predictive control (MPC) operating in ...
GitHub

Trim 3D Gaussian Splatting for Accurate Geometry Representation

More demonstrations can be found on our project page and arXiv paper. For geometry reconstruction on TnT dataset, please download the preprocessed TnT_data. You also ...