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

Zhao, Tingyin et al.
arXiv (OAI Expanded) · Papers
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computer-vision-and-pattern-recognitioni-2-10i-4-8j-3
Automating filament tracing in Cryo-Electron Microscopy (Cryo-EM) is essential for 3D helical reconstruction but challenged by intersecting topologies and extremely low Signal-to-Noise Ratios ($\text{SNR} = σ_s^2/σ_n^2$ < 0.1 or -10 dB). Existing paradigms fail: pixel-wise segmenters suffer from sev
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