2 citations · 2 across the 7 of their papers we have counts for
3 papers · 1 filter
TSGL: Teacher-Student Graph Learning for 3DGS Compression
Matin Bani Saedi, Matthew Kyan, Gene Cheung
3D Gaussian Splatting (3DGS) is a popular representation for novel view synthesis. However, 3DGS contains millions of Gaussian primitives, each with rich attributes, resulting in l…
Unrolling Lanczos for Ideal Low-pass Graph Filter Approximation
Parham Eftekhar, Gene Cheung, Mingxiao Liu +3
Low-pass (LP) filtering is a fundamental operation in graph signal processing (GSP). Among finite-order nodal-domain methods, Lanczos-based filtering provides more accurate approxi…
Transforming harmonic coefficients for 3D splat compression
Tam Thuc Do, Philip A. Chou, Gene Cheung
We address the problem of color attribute compression for 3D splats. We show that all images generated by 3D splats are linear in the coefficients for each color channel, each sphe…