Object Tracking (MU-Lux-CZ)

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Type
Workflow
Author
Lux, Filip
Matula, Petr
Requires
OpenCV
scikit-image
Tensorflow
Keras
Execution Platform
Linux
Mac
Windows
Programming Language
Python
Supported image dimension
2D
time-series
Interaction Level
Automated
License/Openness
Free and open source
Description

Cell tracking using MU-Lux-CZ algorithm. Dockerized Workflow for BIAFLOWS implemented by Martin Maska (Masaryk University).

has function
Object tracking
has topic
Machine learning
Entry Curator
lascholz
Download Page
Neubias BIAFLOWS workflow of Object Tracking with MU-Lux
Documentation Link
Cell Tracking Challenge Page
DEscription of the algorithm from Cell Tracking Challenge Page
Reference Publication Link
DIC Image Segmentation of Dense Cell Populations by Combining Deep Learning and…