Open source Vision and Image Processing library (OSVIP)

 Updated 8.5.2012

Basic computer vision processing

• Current work:
• install_python2.7_opencv2.4_win7_or_xp_vs2010.doc
  
• opencv2.4 documentation, Opencv2.4_tutorials
  
• Installation : http://www.cnblogs.com/freedomshe/archive/2012/04/25/2470540.html,
  
• install_python2.7_opencv2.2_or2.3_win7_or_xp_vs2008.doc (update 8.5.2012) lib230d.txt
  
• opencv2.3 with python2.7  tested ok  (opencv2.3 provides more python functions though cv.pyd and cv2.pyd)
• FAQ_opencv_vs2008.doc
  
• Python_examples (tested ok programs)
  
• python_opencv_tested2a.rar
• python2_samples.rar (need opencv2.3 which contains cv2.pyd)
  
• EMGU (wrapper for opencv to be used with C#,C++ etc)
  
• Installation,
  
• EmguCV Wrapper AutoIt Script download link: http://www.zianchoy.com/emguCVInstaller/
• Tutorial Code in EmguCV which is :  http://www.emgu.com/wiki/index.php/Code_Gallery
• Tutorials
• http://fewtutorials.bravesites.com/tutorials
  
• Tutorial for beginners:http://fewtutorials.bravesites.com/entries/emgu-cv-c/level-1---lets-make-a-camera-application
• OpenTK which is an OpenGL library in C# syntex: http://www.opentk.com/
• Features tracking
  
• Website for FAST detector in C++/Matlab: http://www.edwardrosten.com/work/fast.html
  
• Website for SURF detector in C++(OpenCV): http://achuwilson.wordpress.com/2011/08/05/object-detection-using-surf-in-opencv-part-1/
  
• Website for SIFT detector in C++(OpenCV): http://www.aishack.in/2010/07/implementing-sift-in-opencv/
• To be done
• Kinect applications
• Installation   (pdf)
• study opencv-Arm systems
• Install opencv on an ARM board by Bob Gong    (Friendly ARM Board)

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• Major Opencv sites
• http://opencv.willowgarage.com/wiki/
• http://opencv.willowgarage.com/wiki/FaceDetection
  
• http://www.opencv.org.cn /index.php/º页
  
• Up-to-date documentation
• http://opencv.itseez.com/
  
• Installation guide
• C++ (windows + opencv) installation
• openc2.2 + win7 (or xp) +vs2008+python2.7(numpy and scipy): khwong's install_python2.7_opencv2.2_win7_vs2008b.doc
• http://opencv.willowgarage.com/wiki/InstallGuide (offical)
  
• C# (windows + opencv) installation
• http://www.tablee.org/research/EmguCV.htm
• Install Ubuntu10_opencv
  
• Learn opencv
• 2011 Opencv Training/cv_training.htm\          (by yibo Gong)
• http://thoy.blog.ntu.edu.tw /2011/04/24/tutorial-on-opencv-2-2-opencv-2-2-±Ð¾Ç§ë¼v¤ù/
  
• Opencv download
  
• http://opencv.willowgarage.com/wiki/
  
• C++
• http://www.cplusplus.com/doc/tutorial/
• Openccv-c++
  
• http://opencv.willowgarage.com/documentation/cpp/
• C#
• http://www.emgu.com/wiki/index.php/Download_And_Installation
  
• Python
• http://docs.python.org/tutorial/
• Python-opencv
• installation: python numpy scipy opencv
• a short installation menu    (pdf)
  
• documentation : opencv python interface
• opencv-python-cookbook
  
• Examples:
• http://www.java2s.com/Code/Python/CatalogPython.htm
• tested_programes
• python_opencv_tested2a.rar
• python2_samples.rar (needs opencv2.3 cv2.pyd)
  
• numpy and scipy
• matlab relation
  
• python networking
• http://docs.python.org/library/socket.html#example
• Python debuggers
• pdb : 
  
• http://pythonconquerstheuniverse.wordpress.com/category/python-debugger/
• http://onlamp.com/pub/a/python/2005/09/01/debugger.html
• Python for Android
• Yes, python can run on Andriod: http://www.linuxjournal.com/article/10940
  
• Scripting Layer for Android (SL4A) , a virtual machine platform on Andriod.
  
• Python tools
• http://pygame.org/
  
• Kinect
• Installation   (pdf)
• Virtual machines
  
• http://www.virtualbox.org/
• Linux
• http://www.ubuntu.com/
• http://karytech.blogspot.com/2011/02/opencv-22-on-ubuntu-1010.html
• Ubuntu Atom installation : InstallubuntuonAtom.doc

• ubuntu11.04 ¦w装 opencv2.2ªº¤LÏú¤èªkªº¤ñ 较

  install opencv2.2 on ubuntu   http://blog.csdn.net/moc062066/article/details/6617968
  
• Embedded systems
• Ubuntu Atom installation
  
• InstallubuntuonAtom.doc
  
• Andiod
• http://www.android.com/
• Arm systems
• Install opencv on an ARM board by Bob Gong  based on the hardware board   (Friendly ARM)
  
• http://www.friendlyarm.net/home
• embedded-linx 2.6 for friendly ARM: http://www.friendlyarm.net/dl.php?file=linux-2.6.32.2-mini2440_20110305.tgz
  
• 3D graphic engines
• http://www.ogre3d.org/
  
• Miscellanous
• fix the webcam problem in win7-opencv2.2-vs2008
• http://blog.qinyujie.net/2011/01/15/440/ (it works, but make sure you do cmake and compile/generate /and use  the new dlls)

(ver. 1.1, 1 June 2011)

1. Read and display images
2. Camera
1. Projection
2. Camera calibration

i. Using calibrated 3D objects

ii. Using calibrated planar object

iii. Auto-calibration (with specific object)

3. Edge detection
1. First order
2. Second order
3. Gaussian filtering
4. Gray level processing
1. Histogram
2. Histogram equalization
3. Image back-projection
5. Color processing
1. Conversion RGB-> HSV etc
6. Object tracking
1. Mean-shift
2. Cam-shift
3. Particle filter/Kalman filter based object tracking
7. Feature detection
1. Harris operator
2. Point features

i. Kalman filtering tracking (Edward)

3. Line features

i. Quadrangle detection

4. Blob detection
7. Feature tracking
1. Point features

i. KLT

ii. Kalman

iii. Condensation/particle filter

2. Line Tracking

i. Kalman

ii. IMM Kalman

9. Stereo
1. Essential matrix
2. Fundamental matrix
3. Image homography
4. Image warping
10. Structure from motion SfM using
1. Stereo images
2. Three images (Trifocal tensor)
3. N images

i. Factorization

ii. Bundle adjustment

1. Alternating (extended Lowe)

2. Full Bundle adjustment

iii. Kalman EKF filtering approach

1. One camera SfM

2. Stereo Sfm

3. Trifocal tensor

4. Unscented Kalman Filter

11. Projector-camera systems
1. System calibration and projection geometry
2. Projection image warping
12. Advanced topics
1. Face detection
2. Face tracking
3. Face recognition