FPicker: Topology-Guided Evolution for Filament Tracing in Low-SNR Microscopy

arXiv:2609.08305 · cs.CV, cs.AI · Submitted 2026-09-08 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-09-08

Updated: 2026-09-08

Comments: Accepted to the 19th European Conference on Computer Vision (ECCV 2026). 18 pages, 6 figures. Code is publicly available at: https://github.com/tomzhaosky/FPicker

Code: https://github.com/tomzhaosky/FPicker

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 1× in this paper · explained in 2 episodes
• Fine-Tuning — 1× in this paper · explained in 5 episodes
• Sim-to-Real Gap — 1× in this paper · explained in 6 episodes

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