Difference between revisions of "Image Recognition"

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== Facial Recognition ==
  
== OpenCV ==
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A subset of Image Recognition, Facial Recognition aims to train a system to recognize individual people based on their physical traits (appearance and related artifacts, i.e. nose bridge, nostrils, smile, teeth, hair color, hair style, ears, facial symmetry, eyes, eye color, eye spacing, eyebrows, common accessories worn, etc).
 
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'''Open'''-source '''C'''omputer '''V'''ision (''OpenCV'') is the leading [[open source]] library of programming functions mainly aimed at real time computer vision. Example applications of the OpenCV library are Human-Computer Interaction (HCI); Object Identification, Segmentation and Recognition; Face Recognition; Gesture Recognition; Motion Tracking, Ego Motion, Motion Understanding; Structure From Motion (SFM); Stereo and Multi-Camera Calibration and Depth Computation; Mobile Robotics.  
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* '''OpenCV: http://opencv.org/''' | [http://opencv.org/downloads.html DOWNLOAD]
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* javacv -- Java interface to OpenCV: http://code.google.com/p/javacv/
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* OpenCV-for-PHP -- An OpenCV binding for PHP: https://github.com/mgdm/OpenCV-for-PHP<ref>PHP face detect extension: http://www.xarg.org/project/php-facedetect/</ref><ref>Running OpenCV 2.2 using PHP on Amazon Cloud Free Tier: http://abhishek376.wordpress.com/2011/11/09/opencv-on-amazon-cloud-free-tier/</ref>
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* Face substitution: http://auduno.github.io/clmtrackr/examples/facesubstitution.html
  
  
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* Viewdle - Video Facial Recognition and AR: http://www.viewdle.com
 
* Viewdle - Video Facial Recognition and AR: http://www.viewdle.com
 
* '''SURF library - Image Recognition & Feature Extraction for Adobe Flash Platform: http://code.google.com/p/in-spirit/wiki/ASSURF'''<ref>FlashSURF – moving further: http://blog.inspirit.ru/?p=386</ref> (more [[AR]] focused)
 
* '''SURF library - Image Recognition & Feature Extraction for Adobe Flash Platform: http://code.google.com/p/in-spirit/wiki/ASSURF'''<ref>FlashSURF – moving further: http://blog.inspirit.ru/?p=386</ref> (more [[AR]] focused)
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=== OpenCV ===
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'''Open'''-source '''C'''omputer '''V'''ision (''OpenCV'') is the leading [[open source]] library of programming functions mainly aimed at real time computer vision. Example applications of the OpenCV library are Human-Computer Interaction (HCI); Object Identification, Segmentation and Recognition; Face Recognition; Gesture Recognition; Motion Tracking, Ego Motion, Motion Understanding; Structure From Motion (SFM); Stereo and Multi-Camera Calibration and Depth Computation; Mobile Robotics.
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* '''OpenCV: http://opencv.org/''' | [http://opencv.org/downloads.html DOWNLOAD]
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* javacv -- Java interface to OpenCV: http://code.google.com/p/javacv/
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* OpenCV-for-PHP -- An OpenCV binding for PHP: https://github.com/mgdm/OpenCV-for-PHP<ref>PHP face detect extension: http://www.xarg.org/project/php-facedetect/</ref><ref>Running OpenCV 2.2 using PHP on Amazon Cloud Free Tier: http://abhishek376.wordpress.com/2011/11/09/opencv-on-amazon-cloud-free-tier/</ref>
  
  

Revision as of 22:06, 10 September 2015

Image Recognition is a technique, process and/or (set of) computer algorithm(s) that may have one of two main types. The first type of Image Recognition algorithm is the act of programmatically determining the degree of similarity between two (or more) images, and determining the

The other is understanding or calculating within a given degree of precision, the existence of or position of a set of objects.


Facial Recognition

A subset of Image Recognition, Facial Recognition aims to train a system to recognize individual people based on their physical traits (appearance and related artifacts, i.e. nose bridge, nostrils, smile, teeth, hair color, hair style, ears, facial symmetry, eyes, eye color, eye spacing, eyebrows, common accessories worn, etc).



Tools


OpenCV

Open-source Computer Vision (OpenCV) is the leading open source library of programming functions mainly aimed at real time computer vision. Example applications of the OpenCV library are Human-Computer Interaction (HCI); Object Identification, Segmentation and Recognition; Face Recognition; Gesture Recognition; Motion Tracking, Ego Motion, Motion Understanding; Structure From Motion (SFM); Stereo and Multi-Camera Calibration and Depth Computation; Mobile Robotics.


Resources


Tutorials


External Links

See Also

Semantic Web | Machine Learning | AI | AR | Video | Image
  1. Face.com opens its face recognition tech to devs: http://news.cnet.com/8301-27076_3-20003936-248.html
  2. That was quick. Facebook shuts down Face.com APIs, kills Klik app, enrages developers: http://thenextweb.com/facebook/2012/07/07/that-was-quick-facebook-shuts-down-face-com-apis-kills-klik-app-enrages-developers/
  3. FaceAPI Download: http://www.seeingmachines.com/product/faceapi/downloads/
  4. FaceAPI with Flight Simulator 10 (FSX): http://vimeo.com/2880313
  5. HL2 + Johnny Lee head tracking effect + faceAPI = OMG: http://www.neogaf.com/forum/showthread.php?t=365917
  6. Unity 3D + faceAPI = LOVE: http://www.andysaia.com/radicalpropositions/?p=197
  7. Faceapi -- 3d Head Tracking With Any Webcam: http://technabob.com/blog/2008/03/19/faceapi-3d-head-tracking-with-any-webcam/
  8. FlashSURF – moving further: http://blog.inspirit.ru/?p=386
  9. PHP face detect extension: http://www.xarg.org/project/php-facedetect/
  10. Running OpenCV 2.2 using PHP on Amazon Cloud Free Tier: http://abhishek376.wordpress.com/2011/11/09/opencv-on-amazon-cloud-free-tier/
  11. Face Recognition in Java @ JavaOne 2012: http://netbeans.dzone.com/articles/nb-machine-learning-neuroph