TopoFuse: Topology-Aware Tri-Planar Fusion for 3D Cryo-Electron Tomography Segmentation

arXiv:2609.29717 · cs.CV · Submitted 2026-08-31 · Read on arXiv

cs.CV

Submitted: 2026-08-31

Updated: 2026-08-31

Code: https://github.com/rohitsalla/TopoFuse

Terminology

Sparsity — 13× in this paper · explained in 4 episodes
Benchmark — 10× in this paper · explained in 2 episodes
Anisotropy — 7× in this paper · explained in 3 episodes
Persistent Homology — 7× in this paper · explained in 3 episodes
nnU-Net — 5× in this paper · explained in 2 episodes
Ablation — 2× in this paper · explained in 1 episode
Loss Function — 2× in this paper · explained in 2 episodes
alpha — 2× in this paper · explained in 1 episode
Ablation study — 1× in this paper · explained in 1 episode
Adaptive Weighting — 1× in this paper · explained in 1 episode
Betti Matching Error — 1× in this paper
Computational overhead — 1× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
Decoupling — 1× in this paper · explained in 2 episodes
Embeddings — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Robustness — 1× in this paper · explained in 5 episodes
Segment Anything Model (SAM) — 1× in this paper · explained in 2 episodes
Structural Constraints — 1× in this paper · explained in 2 episodes
Trace — 1× in this paper · explained in 2 episodes
Uncertainty Quantification — 1× in this paper · explained in 8 episodes

Sources

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