EmbedTrack—Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering Bandwidths

EmbedTrack—Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering Bandwidths

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 infeasible, automated approaches for cell segmentation and tracking are needed. While for the task of cell segmentation d...

Full description

Bibliographic Details
Main Authors: Katharina Loffler, Ralf Mikut
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Cell segmentation
cell tracking
deep learning
image segmentation
instance segmentation
multiple object tracking
Online Access:https://ieeexplore.ieee.org/document/9834915/

Internet

https://ieeexplore.ieee.org/document/9834915/

Similar Items