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cs.CV2026
Fast Cubical Persistent Homology on 2D and 3D Images via Union-Find, Pruning, and Lookup Tables
Titouan Le Breton, Karol Szustakowski, Marie Piraud
We present Flash Cubical, a highly efficient computation of cubical persistence on a V-filtration for 2D and 3D images over . The implementation is built around three…
cs.CV2026
Leveraging Multi-Rater Annotations to Calibrate Object Detectors in Microscopy Imaging
Francesco Campi, Lucrezia Tondo, Ekin Karabati +2
Deep learning-based object detectors have achieved impressive performance in microscopy imaging, yet their confidence estimates often lack calibration, limiting their reliability f…