Bio-image registration with Python
The scripts in this repository were used to evaluate the performance of common bio-image registration methods with Python. The results of this study are summarized in this blog post. The main evaluation routine is imreg_tests.py.
Phase correlation method
Demonstration of the phase correlation method:
optical flow methods
Demonstration of an optical flow method:
Summary
Summary of the results: Pearson correlation coefficients for the template image vs. the registered image for each tested transformation and algorithm:
You can find a detailed description of all applied tests and results in this blog post.