"Lab-on-CMOS Time-Lapse Microscopy Images with Focus Drift from Medium Evaporation"

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Authors: Ching-Yi Lin, Yann Gilpin, Marc P. Dandin
Cited by: 0

Abstract

"This dataset contains a 48-hour time-lapse series of macrophage cultures, captured every 5 minutes via an upright microscope. This dataset has dynamic focal shift from medium evaporation, which alters the effective focal distance over time. We also include high-precision groundtruth labels for cell locations across some snapshots. This setup is specifically designed to benchmark semi-supervised learning, transfer learning, and focus-correction algorithms in live-cell imaging."

Fields of Study & Subjects

Cell Image Analysis Techniques Image Processing Techniques and Applications Digital Holography and Microscopy

Publication details

Journal / source
IEEE DataPort
Publication date
28 January 2026
Document type
Dataset