ToCo-Mesh: Topology-Consistent Dynamic Mesh Reconstruction via Adaptive Tessellation and Surface-Aligned 2DGS

arXiv:2609.29529 · cs.GR, cs.CV · Submitted 2026-09-01 · Read on arXiv

cs.GR, cs.CV

Submitted: 2026-09-01

Updated: 2026-09-25

Terminology

• Consistency — 26× in this paper · explained in 3 episodes
• Fidelity — 22× in this paper · explained in 2 episodes
• Gaussian Splatting — 19× in this paper · explained in 4 episodes
• Ablation — 12× in this paper · explained in 1 episode
• Conference on Computer Vision and Pattern Recognition — 11× in this paper
• Core — 10× in this paper · explained in 2 episodes
• Accuracy — 9× in this paper · explained in 1 episode
• Regularization — 7× in this paper · explained in 3 episodes
• 3D Gaussian Splatting — 5× in this paper · explained in 2 episodes
• Ablation study — 5× in this paper · explained in 1 episode
• Degeneracy — 5× in this paper · explained in 3 episodes
• Embeddings — 5× in this paper · explained in 2 episodes
• ACM Transactions on Graphics — 4× in this paper
• Alignment — 3× in this paper · explained in 1 episode
• CVF International Conference on Computer Vision — 3× in this paper
• Fine-Tuning — 3× in this paper · explained in 5 episodes
• 3D Gaussian Splatting (3DGS) — 2× in this paper · explained in 4 episodes
• In European Conference on Computer Vision — 2× in this paper
• Loss Function — 2× in this paper · explained in 2 episodes
• Multi-Layer Perceptron — 2× in this paper
• Two-Stage Optimization — 2× in this paper · explained in 2 episodes
• Ablation Studies — 1× in this paper · explained in 1 episode
• Actor — 1× in this paper · explained in 3 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Adaptive Strategy — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Binary Cross Entropy — 1× in this paper
• Calibration — 1× in this paper · explained in 7 episodes
• Chamfer Distance — 1× in this paper
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Exponential Moving Average — 1× in this paper
• Exponential Moving Average (EMA) — 1× in this paper · explained in 2 episodes
• Gradient Flow — 1× in this paper · explained in 2 episodes
• Hybrid Approach — 1× in this paper · explained in 4 episodes
• International Conference on Learning Representations — 1× in this paper
• Point Clouds — 1× in this paper · explained in 2 episodes
• Temporal consistency — 1× in this paper · explained in 2 episodes
• alpha — 1× in this paper · explained in 1 episode

Sources

• DynaSurfGS: Dynamic Surface Reconstruction with Planar-based Gaussian Splatting
• Animatable Neural Radiance Fields from Monocular RGB Videos

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