[IPOL announce] new article: Gaussian Splatting: An Introduction

[announcements about the IPOL journal]

A new article is available in IPOL: https://www.ipol.im/pub/art/2025/566/


Akash Malhotra, and Nacéra Seghouani,
Gaussian Splatting: An Introduction,
Image Processing On Line, 15 (2025), pp. 45–58.
https://doi.org/10.5201/ipol.2025.566

Abstract
Gaussian Splatting has emerged as a powerful technique for signal 
representation, especially in 3D. This paper introduces Gaussian 
Splatting and demonstrates its application across 1D, 2D, and 3D cases. 
We also discuss Gaussian Splatting in relation to Neural Radiance Fields 
(NeRF), highlighting the computational trade-offs and performance 
benefits. Through this work, we aim to bridge the gap between 
foundational concepts in view synthesis and advanced research, making 
Gaussian Splatting a more approachable and widely understood technique 
in the field of signal processing and computer vision. We provide code 
examples and detailed explanations to make the topic accessible to a 
broader audience, enabling readers to dive into more advanced technical 
papers with ease.