OpenCV: Difference between revisions

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=== About ===
== About ==
Wikipedia: [http://en.wikipedia.org/wiki/Opencv OpenCV]
Wikipedia: [http://en.wikipedia.org/wiki/Opencv OpenCV]
: ''OpenCV is an open source computer vision library originally developed by Intel. It is free for commercial and research use under a BSD license. The library is cross-platform, and runs on Mac OS X, Windows and Linux. It focuses mainly on real-time image processing, as such, if it finds Intel's Integrated Performance Primitives (IPP) on the system, it will use these commercial optimized routines to accelerate itself.''
: ''OpenCV is an open source computer vision library originally developed by Intel. It is free for commercial and research use under a BSD license. The library is cross-platform, and runs on Mac OS X, Windows and Linux. It focuses mainly on real-time image processing, as such, if it finds Intel's Integrated Performance Primitives (IPP) on the system, it will use these commercial optimized routines to accelerate itself.''
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:* ...


=== Python Integration ===
== Python integration ==
OpenCV has reasonably robust Python interface created with SWIG. This makes it easy to integrate with existing libraries like Pygame and olpcgames. As an example, OpenCV can be combined with Pygame to make a simple [http://eclecti.cc/olpc/pyeyes-xeyes-in-python-with-face-tracking face tracking xeyes clone].
OpenCV has reasonably robust Python interface created with SWIG. This makes it easy to integrate with existing libraries like Pygame and olpcgames. As an example, OpenCV can be combined with Pygame to make a simple [http://eclecti.cc/olpc/pyeyes-xeyes-in-python-with-face-tracking face tracking xeyes clone].


The interface is available as a package in the default repository, called opencv-python.
The interface is available as a package in the default repository, called opencv-python.


=== Face Recognition ===
== Face recognition ==
[http://eclecti.cc/code/face-detection-on-the-olpc-xo Nirav Patel reports] success in basic image recognition on the XO Laptop (with xo-cam) with good timings using OpenCV and [[xawtv]].
[http://eclecti.cc/code/face-detection-on-the-olpc-xo Nirav Patel reports] success in basic image recognition on the XO Laptop (with xo-cam) with good timings using OpenCV and [[xawtv]].


Sources: [http://eclecti.cc/files/2008/03/face.py face.py] [http://eclecti.cc/files/2008/03/haarcascade_frontalface_alt.xml haarcascade_frontalface_alt.xml]
Sources: [http://eclecti.cc/files/2008/03/face.py face.py] [http://eclecti.cc/files/2008/03/haarcascade_frontalface_alt.xml haarcascade_frontalface_alt.xml]


=== Downloads ===
== Head tracking ==

http://code.google.com/p/ehci/ ehci - GSoC OpenCV-based head and hand tracking. Has python api.

This would be useful for [[augmented reality]].

== Downloads ==
The source can be downloaded from sourceforge, or OpenCV can be installed from the opencv package in the Fedora repository. To use OpenCV with python, also install the opencv-python package.
The source can be downloaded from sourceforge, or OpenCV can be installed from the opencv package in the Fedora repository. To use OpenCV with python, also install the opencv-python package.
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=== Problems ===
== Problems ==
Currently, OpenCV fails to interface with the XO's [[Camera]]. It is therefore necessary to use [[xawtv]] or [[Gstreamer]] to capture video or images, and feed the results to OpenCV.
Currently, OpenCV fails to interface with the XO's [[Camera]]. It is therefore necessary to use [[xawtv]] or [[Gstreamer]] to capture video or images, and feed the results to OpenCV.


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An easier but even dirtier fix is available [http://eclecti.cc/code/a-dirty-hack-for-opencv-on-the-olpc-xo here].
An easier but even dirtier fix is available [http://eclecti.cc/code/a-dirty-hack-for-opencv-on-the-olpc-xo here].


=== Links ===
== Links ==
* [http://opencvlibrary.sourceforge.net/ OpenCV Documentation Wiki]
* [http://opencvlibrary.sourceforge.net/ OpenCV Documentation Wiki] ([http://opencv.willowgarage.com/wiki/ the temporary but working site])
* [http://sourceforge.net/projects/opencvlibrary/ OpenCV SourceForge] site
* [http://sourceforge.net/projects/opencvlibrary/ OpenCV SourceForge] site
* [http://www.intel.com/technology/computing/opencv/index.htm OpenCV] homepage at intel
* [http://www.intel.com/technology/computing/opencv/index.htm OpenCV] homepage at intel

Revision as of 07:05, 4 November 2008

About

Wikipedia: OpenCV

OpenCV is an open source computer vision library originally developed by Intel. It is free for commercial and research use under a BSD license. The library is cross-platform, and runs on Mac OS X, Windows and Linux. It focuses mainly on real-time image processing, as such, if it finds Intel's Integrated Performance Primitives (IPP) on the system, it will use these commercial optimized routines to accelerate itself.
OpenCV's application areas include:
  • Human-Computer Interface (HCI)
  • Object Identification
  • Segmentation and Recognition
  • Face Recognition
  • Gesture Recognition
  • Motion Tracking
  • ...

Python integration

OpenCV has reasonably robust Python interface created with SWIG. This makes it easy to integrate with existing libraries like Pygame and olpcgames. As an example, OpenCV can be combined with Pygame to make a simple face tracking xeyes clone.

The interface is available as a package in the default repository, called opencv-python.

Face recognition

Nirav Patel reports success in basic image recognition on the XO Laptop (with xo-cam) with good timings using OpenCV and xawtv.

Sources: face.py haarcascade_frontalface_alt.xml

Head tracking

http://code.google.com/p/ehci/ ehci - GSoC OpenCV-based head and hand tracking. Has python api.

This would be useful for augmented reality.

Downloads

The source can be downloaded from sourceforge, or OpenCV can be installed from the opencv package in the Fedora repository. To use OpenCV with python, also install the opencv-python package. 

$ yum install opencv opencv-python

Problems

Currently, OpenCV fails to interface with the XO's Camera. It is therefore necessary to use xawtv or Gstreamer to capture video or images, and feed the results to OpenCV.

The problem is fixed in the latest CVS source, or can be fixed by changing the following at line 415 in otherlibs/highgui/cvcap_v4l.cpp in the opencv 1.0.0 source. 

  capture->form.fmt.pix.field       = V4L2_FIELD_INTERLACED;

to 

  capture->form.fmt.pix.field       = V4L2_FIELD_ANY;

Note that the packages required to compile OpenCV include gtk2-devel, which currently is not installable, a known bug. I got around it with the following, though your milage may vary. 

yum -t --enablerepo=* install libXI-devel
yum -t --enablerepo=* install gtk2-devel

An easier but even dirtier fix is available here.

Links

Retrieved from "http://wiki.laptop.org/mediawiki/index.php?title=OpenCV&oldid=178359"