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Automatic Image Registration

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Automatic Image Registration

by Kateryna Artyushkova

 

24 Feb 2004 (Updated 22 Nov 2005)

Using mutual information for users with no access to IP toolbox.

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Description

Functions for aligning images by rotation and translation:
im_reg_MI.m
MI2 - calculating Mutual information
joint_h - calculating Joint histogram

Mutual information is calculated using joint histogram calculation between two images.

rotate_image.m function by Ohad Gal is used. DO NOT FORGET DOWNLOAD THE FILE:http://www.mathworks.com/matlabcentral/fileexchange/loadFile.do?objectId=4071&objectType=FILE

Users having access to IP toolbox can download image_registr_MI.zip which uses IMROTATE function and has an option to crop the image to save computation time.

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)

Please e-mail if you have problems!

Acknowledgements

The author wishes to acknowledge the following in the creation of this submission:
Rotate Image

MATLAB release MATLAB 6.5 (R13)
Other requirements Might be really slow for many angles and small step. Memory may be important!
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Comments and Ratings (8)
21 Apr 2004 ahmad yaghooby  
02 Jun 2004 Xiangsheng Zhu

good

27 Aug 2005 Xin Kang  
26 Feb 2007 Mikidache ABDOU  
07 May 2007 qq aa  
02 Jan 2008 faiza kari  
20 Jun 2008 phuc thanh  
04 Sep 2009 Pearl  
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Updates
22 Nov 2005

Add instruction to downlaod rotate_image file

Tag Activity for this File
Tag Applied By Date/Time
geometric transformation Kateryna Artyushkova 22 Oct 2008 07:15:02
image registration Kateryna Artyushkova 22 Oct 2008 07:15:02
automatic image registration Kateryna Artyushkova 22 Oct 2008 07:15:02
alignment Kateryna Artyushkova 22 Oct 2008 07:15:02
mutual information Kateryna Artyushkova 22 Oct 2008 07:15:02
image registration Dan 15 Dec 2008 15:36:04
automatic image registration Dan 15 Dec 2008 15:36:06
automatic image registration George Zubal 02 Dec 2009 14:42:12
automatic image registration Pepe 02 Jun 2010 07:29:25
image registration Anish Ghodadra 05 Apr 2011 20:52:23
alignment claire 15 Sep 2011 04:58:44

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