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Tool for computing 3D descriptors in videos developed in my paper "A spatio-temporal descriptor based on 3D gradients", A. Kläser, M. Marszalek and C. Schmid, published at BMVC 2008

Home Page: http://lear.inrialpes.fr/people/klaeser/software_3d_video_descriptor

hog3d's Introduction

### Compiling ###

In order to compile the hog3d feature extraction tool you need to have the following libraries installed on your system:
* OpenCV library (tested with version 2)
* ffmpeg library
* boost libraries

If these libraries are installed, simply type 'make' to compile the tool. The executable will be in the directory './release/'.


### run a test ###

To check whether the tool is working properly, run the following command:

./release/extractFeatures -p test_sequences/walk-simple.pos test_sequences/walk-simple.avi > out.features

Congratulations, you have computed your first HOG3D features :) ! You want to compare your file out.features with the file that I have computed myself to verify that everything is working correctly. To do so, type:

vimdiff out.features test_sequences/hollywood2.features

Note that I experienced differences in the exact feature information for different versions of ffmpeg library. Try to use a recent snapshot.


### Bugs and extensions ###

Various questions have already been posed .. I put up a FAQ on my website. If you experience problems or have questions, please check whether the FAQ will give you an answer:

http://lear.inrialpes.fr/people/klaeser

If you find bugs, etc., feel free to drop me a line. Also if you developed some extension to the program, let me know and I can include it in the tool. You can find my contact data on my webpage, as well.


### LICENSE CONDITIONS ###

The Image Annotation Tool for image annotations with pixelwise masks

Copyright (C) 2007 Alexander Klaeser

This program is free software; you can redistribute it and/or
modify it under the terms of the GNU General Public License
as published by the Free Software Foundation; either version 2
of the License, or (at your option) any later version.

This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
GNU General Public License for more details.

You should have received a copy of the GNU General Public License
along with this program; if not, write to the Free Software
Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA  02110-1301, USA.

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