Computer Vision Resources
Textbooks
- Computer Vision: Algorithms and Applications (Szeliski, 2010)
- Computer Vision: A Modern Approach (Forsyth and Ponce, 2003)
- Multiple View Geometry in Computer Vision (Hartley and Zisserman, 2004)
- Feature Extraction & Image Processing for Computer Vision (Nixon and Aguado, 2012)
- Machine Vision (Jain, Kasturi, Schunck, 1995)
- Robot Vision (Horn, 1986)
- Introductory Techniques for 3-D Computer Vision (Trucco and Verri, 1998)
- Computer Vision (Shapiro and Stockman, 2001)
- Three-Dimensional Computer Vision (Faugeras, 1993)
- A Guided Tour of Computer Vision (Nalwa, 1993)
- Computer Vision (Ballard and Brown, 1982)
- Readings in Computer Vision (Fischler and Firschein, 1987)
- Vision in Man and Machine (Levine, 1985)
- Computer Vision (Kasturi, 1991)
- Computer Vision for human-machine interaction (Cipola, 1998) Vision (Marr, 1982)
Conferences
The main computer vision conferences:
- Computer Vision and Pattern Recognition (CVPR)
- International Conference on Computer Vision (ICCV)
- European Conference on Computer Vision (ECCV)
Other regular conferences of interest:
- British Machine Vision Conference (BMVC)
- Asian Conference on Computer Vision (ACCV)
- International Conference on Pattern Recognition (ICPR)
- International Conference on Image Processing (ICIP)
- Workshop on Applications of Computer Vision
- SIGGRAPH
- AAAI, ICJAI
Journals and E-publishing
- IEEE Transactions on Pattern Analysis and Machine Vision
- Computer Vision and Image Understanding
- International Journal of Computer Vision
- Image and Vision Computing
- Computer Vision, Graphics, and Image Processing
- CV Online
- Vision Online
- Machine Vision and Applications
- Journal of Mathematical Imaging and Vision
- ELCVIA
- Pattern Recognition
- Pattern Recognition Letters
- Journal of Electronic Imaging
- Real-Time Imaging
- IEEE Trans. Medical Imaging
- Journal of Digital Imaging
- Computer Graphics and Image Processing
- IEEE Trans. on Circuits and Systems for Video Technology
- Journal of the Optical Society of America. A, Optics, Image Science, and Vision
- IEEE Trans. on Image Processing
Technical papers
- CiteSeer ResearchIndex - Just about any technical article related to computer vision that is available online can be found here, and links to related papers
- Google Scholar
- UCSB Library Electronic Journals
- IEEE Xplore
- ACM Digital Library
Trade publications
Newsgroups
At UCSB- Anatomy, Physiology & Pathology of the Human Eye
- Visual illusions
- The Joy of Visual Perception: A Web Book
- Webvision
- Vision and eyesight
- Basic principles of video (pdf)
- Video Demystified (pdf)
- OpenCV - open source computer vision library
- opencv.org
- OpenCV DevZone
Matlab
- Installing and using Matlab in ECE
- Mathworks home page
- Mathworks documentation
- Matlab resources
- Matlab tutorial
- More Matlab info
- A practical introduction to Matlab
- Matlab info from Indiana University
- Touretzky Matlab tutorial
- Another Matlab tutorial (pdf)
- Matlab Primer (3rd Edition) (pdf)
Mathematics
- Linear Algebra review 1
- Linear algebra review 2
- Multivariable Calculus
- Linear Algebra text (pdf) [Especially chapters 1, 2, 6, 8]
- Linear transformations
- Matrix analysis and applied linear algebra
- Linear algebra tutorial
- Linear algebra in a nutshell (pdf)
Probability and Statistics
No comments:
Post a Comment