Multi-Template matching

Type
Author
Thomas Laurent orcid.org/0000-0001-7686-3249
Gehrig Jochen
Requires
Execution Platform
Implementation Type
Programming Language
Supported image dimension
Interaction Level
License/Openness
License
GPLv3
Description

Multi-template matching can be used to localize multiple objects using one or a set of template images.

Contrary to previous implementations that allow to use only one template, here a set of templates can be used or the initial template(s) can be transformed by rotation/flipping.

Multiple objects detection without redundant detections is possible thanks to a Non-Maxima Supression relying on the degree of overlap between detections.

The solution is available as a Fiji plugin (Multi-Template Matching AND IJ-OpenCV update sites), as a Python package (Multi-Template-Matching on PyPI) and as a KNIME workflow (via KNIME Hub).

has biological terms
Last modified
10/19/2020 - 17:09