Changes: Computer Vision

Revision as of 06:41, 18 December 2016

This page contains resources about Computer Vision and Image Processing in general.

More specific information is included in each subfield.

See Category:Computer Vision for some of its subfields.

Low-level Vision / Digital Image Processing
- Feature extraction
- Edge detection
- Optical flow
Intermediate-level Vision
- Object recognition
- 3D reconstruction
- Motion analysis
High-level Vision / Image Understanding
- Machine Learning
Structure from Motion
Medical Image Computing / Medical Image Analysis
Computer Graphics

Howse, J. (2013). OpenCV Computer Vision with Python. Packt Publishing Ltd.
Demaagd, K., Oliver, A., Oostendorp, N., & Scott, K. (2012). Practical Computer Vision with SimpleCV: The Simple Way to Make Technology See. O'Reilly Media, Inc.
Solem, J. E. (2012). Programming Computer Vision with Python: Tools and algorithms for analyzing images. O'Reilly Media, Inc.
Bradski, G., & Kaehler, A. (2008). Learning OpenCV: Computer Vision with the OpenCV Library. O'Reilly Media, Inc.

Szeliski, R. (2010). Computer Vision: Algorithms and Applications. Springer.
Zisserman, A., & Hartley, R. (2004). Multiple View Geometry in Computer Vision. Cambridge University Press.
Forsyth, D. A., & Ponce, J. (2002). Computer Vision: A Modern Approach. Prentice Hall.

Jahne, B., Geissler, P., & Haussecker, H. (1999). Handbook of Computer Vision and Applications with CD-ROM. Morgan Kaufmann Publishers Inc.

Prince, S. J. D. (2012). Computer Vision: Models, Learning, and Inference. Cambridge University Press.
Nowozin, S., & Lampert, C. H. (2011). Structured Prediction and Learning in Computer Vision. Foundations and Trends in Computer Graphics and Vision, 6(3-4), 3-4.
Hyvärinen, A., Hurri, J. & Hoyer, P. O. (2009). Natural Image Statistics: A Probabilistic Approach to Early Computational Vision. Springer.
Ma, Y. (Ed.). (2004). An Invitation to 3D Vision: From Images to Geometric Models (Vol. 26). Springer.

OpenCV - C++, C, Python and Java interfaces that support Windows, Linux, Mac OS, iOS and Android
SimpleCV - Framework using Python
OpenNI - Official website was shut down by Apple Inc.
OpenBR - Open Source Biometric Recognition
PCL - Point Cloud Library
ICL - Image Component Library
Image Processing Toolbox - MATLAB
Computer Vision System Toolbox- MATLAB
VXL - C++
Processing - IDE for Computational Artitsts promoting software literacy within the visual arts

ComputerVision wikia - Portal on all aspects of Vision and Image Processing
Awesome-Computer-Vision (Github) - A curated list of resources
Collection of Computer Vision notes - York University
Computer Vision on Google+ - online community
CVonline - The evolving, distributed, non-proprietary, on-line compendium of Computer Vision
Computer VIsion systems in a nutshell

@@ Line 7: / Line 7: @@
 ''See [http://kourouklides.wikia.com/wiki/Category:Computer_Vision Category:Computer Vision] for some of its subfields.''
 * [[Digital Image Processing|Low-level Vision / Digital Image Processing]]
+** Feature extraction
-* Medium-level Vision
+** Edge detection
-* High-level Vision
+** Optical flow
+* Intermediate-level Vision
+** Object recognition
+** 3D reconstruction
+** Motion analysis
+* High-level Vision / Image Understanding
+** [[Machine Learning]]
 * Structure from Motion
-* [[Medical Imaging]]
+* [[Medical Imaging|Medical Image Computing / Medical Image Analysis]]
 * [[Computer Graphics]]