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CNN regression for estimating transform matrix to register input image with trained template.

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jerinka/registerNet

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reg1_net

Image registeration of moved image to a single fixed image usig CNN! CNN estimates affine transform(change parameters to do perspective also) to match input moved image to the template/fixed image used for training.

#Run: train.py test.py

#Notebook: Open terminal Enter: jupyter notebook Open: register_single_cnn.ipynb

#To Do -Adding option of perspective -Adding proper data generator to use parallel processing -Adding moved image folder for training CNN with real moved images in addition to augmented ones.

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CNN regression for estimating transform matrix to register input image with trained template.

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