Automatic Image Registration using (Normalized) Mutual Information for users of IP toolbox
Functions for aligning images by rotation and translation: image_registr_MI.m
MI2 - calculating Mutual information
joint_h - calculating Joint histogram
Mutual information is calculated using joint histogram calculation between two images.
For each angle of rotation all translation parameters are checked.
NOTE - the images must have correct relative sizes with respect to each other (no resizing is incorporated in this registration)
NOTE: image1 should be smaller that image2
Function allows to crop part of the image for registration to save computational time using IMCROP function.
For more help type:
help image_registr_MI.m
For users without IP toolbox download file im_reg_mi.zip without
% cropping option and with different rotation function
Please e-mail if you have problems!
Zitieren als
Kateryna Artyushkova (2024). Automatic Image Registration using (Normalized) Mutual Information for users of IP toolbox (https://www.mathworks.com/matlabcentral/fileexchange/4145-automatic-image-registration-using-normalized-mutual-information-for-users-of-ip-toolbox), MATLAB Central File Exchange. Abgerufen.
Kompatibilität der MATLAB-Version
Plattform-Kompatibilität
Windows macOS LinuxKategorien
- Image Processing and Computer Vision > Image Processing Toolbox > Geometric Transformation and Image Registration >
Tags
Quellenangaben
Inspiriert: Image Registration (2D) using Mutual Information (Optimization toolbox needed), Automatic 2d Rigid Body Image Registration
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Version | Veröffentlicht | Versionshinweise | |
---|---|---|---|
1.0.0.0 | An old file included in zip as was noticed by one of the users (see comments) |