EmbedTrack—Simultaneous cell segmentation and tracking through learning offsets and clustering bandwidths

K Löffler, R Mikut - IEEE Access, 2022 - ieeexplore.ieee.org
To shed light on the processes driving cell migration, a systematic analysis of the cell
behavior is required. Since the manual analysis of hundreds or even thousands of cells is …

Object-guided instance segmentation with auxiliary feature refinement for biological images

J Yi, P Wu, H Tang, B Liu, Q Huang… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
Instance segmentation is of great importance for many biological applications, such as study
of neural cell interactions, plant phenotyping, and quantitatively measuring how cells react to …

Rat Mesenchymal Stem Cell Segmentation on Time-lapse Fluorescence Microscopy Video with Two-Dimensional Bandpass Filters

L Firdaus, A Handayani… - 2023 29th International …, 2023 - ieeexplore.ieee.org
This study focuses on enhancing rat mesenchymal stem cell (MSC) segmentation in
fluorescence microscopy images. It optimizes parameters of the two-dimensional bandpass …