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Phase-based Optical Flow

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Phase-based Optical Flow

by Temu Gautama

 

24 Sep 2002 (Updated 27 Jul 2004)

Phase-based estimation of the optical flow field.

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Description

The code implements the optical flow algorithm described in Gautama, T. and Van Hulle, M.M. (2002). A Phase-based Approach to the Estimation of the Optical Flow Field Using Spatial Filtering,IEEE Trans. Neural Networks, 13(5), 1127--1136.

The algo proceeds in 3 steps
1. spatial filtering
2. phase gradient estimation
3. IOC using recurrent networks

MATLAB release MATLAB 5.3 (R11)
Other requirements The code has been tested on Solaris (Matlab 5.3 R11), Linux (Matlab 6.0 R12) and on a Windows platform (Matlab 6.0 R12).
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Comments and Ratings (23)
22 Oct 2003 sherif el-etriby  
24 May 2004 Umut Deniz  
09 Nov 2004 RAHIB Abdellah  
09 Nov 2004 George Poropat  
14 Jan 2005 James S.  
16 Mar 2005 abdellah rahib  
20 Mar 2006 moh tol  
30 Mar 2006 chu yong  
26 Dec 2006 wu rong

I will make good use of it

31 Jan 2007 mareo gonzales

many thanks for cooperation
best regards

13 Mar 2007 Eiffel Zhang

thank you very much

26 Mar 2007 hsu we  
11 Sep 2007 naja jana

that is good

13 May 2008 Dakshina Ranjan Kisku

The entire code contains good features of optical flow.

21 May 2008 ?? ??  
13 Nov 2008 OkinawaDolphin

It seems to be interesting, but I can't figure out how to open *.tar files on a Windows PC. Is there a ZIP file?

06 Dec 2008 du bingxin

Really do a good job, thank you very much

20 Jul 2010 Dan Bruellmann

How can I use this on Bitmaps (.bmp) instead of .ras Files??

25 Aug 2010 JUHWAN LEE

How can I use this on .bmp or .jpg files instead of default files?

31 Aug 2010 JUHWAN LEE  
06 Nov 2010 Raymond

Great^_^

13 Jan 2011 Bhoomika

This a good piece of code.. As a part of my thesis,I have to find out the flow vectors for any 2 consecutive frames in a video sequence using phase based approach which is exactly similar to your work.How can i read the .bmp or .jpeg files?

30 Jun 2011 Lyuboslav  
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Updates
25 Oct 2002

added a bug report in the README file

12 Nov 2002

I have included a non-mex version, since the mex file didn't seem to yield correct results on a windows platform.

07 Jan 2003

I have added a precompiled mex version for windows

27 Jul 2004

Update of the algorithm itself: rather than using the goal programming network for solving the intersection-of-constraints, it now finds the solution analytically. Should have done this in the first place, but ah well ...

Tag Activity for this File
Tag Applied By Date/Time
image analysis Temu Gautama 22 Oct 2008 06:51:48
optical flow phasebased recurrent networks Temu Gautama 22 Oct 2008 06:51:48
optical flow phasebased recurrent networks OkinawaDolphin 13 Nov 2008 04:51:26
optical flow phasebased recurrent networks Mouid 10 Jun 2011 10:43:48

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