Affine-Aligned Atlas for Canonical Gaussian Construction in Video Representation

arXiv:2610.01114 · cs.CV · Submitted 2026-10-01 · Read on arXiv

cs.CV

Submitted: 2026-10-01

Updated: 2026-10-01

Terminology

• Gaussian Splatting — 14× in this paper · explained in 4 episodes
• Alignment — 3× in this paper · explained in 1 episode
• 3D Gaussian Splatting — 1× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Fidelity — 1× in this paper · explained in 2 episodes
• Redundancy — 1× in this paper · explained in 2 episodes

Sources

• Progressively Deformable 2D Gaussian Splatting for Video Representation at Arbitrary Resolutions
• GSVR: 2D Gaussian-based Video Representation for 800+ FPS with Hybrid Deformation Field
• STGV: Spatio-Temporal Hash Encoding for Gaussian-based Video Representation

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