36 citations · 36 across the 3 of their papers we have counts for
4 papers · 1 filter
Rasterized Steered Mixture of Experts for Efficient 2D Image Regression
Yi-Hsin Li, Mårten Sjöström, Sebastian Knorr +1
The Steered Mixture of Experts regression framework has demonstrated strong performance in image reconstruction, compression, denoising, and super-resolution. However, its high com…
Segmentation-Driven Initialization for Sparse-view 3D Gaussian Splatting
Yi-Hsin Li, Thomas Sikora, Sebastian Knorr +1
Sparse-view synthesis remains a challenging problem due to the difficulty of recovering accurate geometry and appearance from limited observations. While recent advances in 3D Gaus…
Adaptive Segmentation-Based Initialization for Steered Mixture of Experts Image Regression
Yi-Hsin Li, Sebastian Knorr, Mårten Sjöström +1
Kernel image regression methods have shown to provide excellent efficiency in many image processing task, such as image and light-field compression, Gaussian Splatting, denoising a…
3DGS.zip: A survey on 3D Gaussian Splatting Compression Methods
Milena T. Bagdasarian, Paul Knoll, Yi-Hsin Li +4
3D Gaussian Splatting (3DGS) has emerged as a cutting-edge technique for real-time radiance field rendering, offering state-of-the-art performance in terms of both quality and spee…