2D Feature-Based Registration
=============================

Register images to a reference image based on feature-based methods

.. image:: img/2D_feature-based_registration.png

Parameters
----------

image_stacks
    Image stacks as a dictionary of numpy arrays or list of HDF5 dataset URI's

detector
    Method to detect and describe feature points in an image. Options: ('Sift-Silx', 'Sift-SciKitImage', 'Orb-SciKitImage')

matcher
    Method to build correspondence between the feature points in two images. Options: ('Descriptor-Silx', 'Descriptor-SciKitImage')

mapper
    Method to find parameters of the transformation between the matches Options: ('LstSq-Numpy', 'LstSq-SciPy', 'Ransac-SciKitImage')

transformation_type
    Type of transformation between the matches

reference  
    The image in the stack that everything will be aligned to

.. ewokstasks:: ewoksndreg.tasks.reg2d_features
    :task-type: class