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| Maria Amer |
Department of Electrical & Computer Engineering |
| Video Processing Resources |
[Definitions | Books | Journals | Software packages | Test videos and images | How to Do Research]
Top Journals & Conferences
See here top ranked conferences and journals in Signal processing;
https://scholar.google.com/citations?view_op=top_venues&hl=en&vq=eng_signalprocessing
See here top ranked conferences and journals in computer vision;
https://scholar.google.com/citations?view_op=top_venues&hl=en&vq=eng_computervisionpatternrecognition
- Journals:
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
- IEEE Transactions on Image Processing (TIP)
- IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
- Springer International Journal of Computer Vision (IJCV)
- Elsevier Pattern recognition (PR)
- Elsevier Computer Vision and Image Understanding (CVIU)
- Others
- IEEE Transactions on Multimedia (TMM)
- Elsevier Journal of Visual Communication and Image Representation
- Signal Processing: Image Communications
- IEEE Transactions on Consumer Electronics
- SPIE Journal of Electronic Imaging
- Conferences:
- IEEE International Conference on Image Processing (ICIP)
- IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
- IEEE/CVF International Conference on Computer Vision (ICCV)
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
- (Springer) European Conference on Computer Vision (ECCV)
- IEEE Winter Conference on Applications of Computer Vision (WACV)
- British Machine Vision Conference (BMVC)
- IEEE Vehicular Technology Conference (VTC)
- Others:
- Conference on Visual Communications and Image Processing (VCIP))
- IEEE International Conference on Multimedia & Expo(ICME)
- ACM Conference on Multimedia
Databases/publishers (where to search for papers)
- IEEE (ieee xplore https://ieeexplore.ieee.org/search/advanced )
- ACM (ACM digital library https://dl.acm.org/search/advanced )
- Springer (SpringerLink https://link.springer.com/advanced-search)
- Elsevier (Science Direct https://www.sciencedirect.com/search/entry )
"How to Do Research"
Software packages:
Books
- Yao Wang, J�rn Ostermann, and Ya-Qin Zhang, Video Processing and Communications, Prentice Hall, 2001.
- Murat Tekalp, Digital video processing, 2ed, 2018.
- Alan C. Bovik, Handbook of Image and Video Processing, Academic Press, ISBN 0-12-119790-5, 2000.
- Phillip E. Mattison, Practical Digital Video with Programming Examples in C, 540 pages. 7" x
10" Softcover. 1994. ISBN 0-471-31016-6
- R. C. Gonzales and R. E. Wood. Digital Image Processing. 2018.
- Digital Imaging Basics by Scott Highton
Definitions
- What does it mean, to see? "The plain man's answer (and Aristotle's, too) would be, to know what is where by looking."
- Vision is "the process of discovering from images what is present in the world, and where it is."
- Video processing is a field in engineering; it refers to digital manipulation of 2D images that are sequentially ordered in
time. Image sequences can be acquired by motion picture film and video cameras, or generated via computerized animation."
- Computer vision is a field in computer science; its goel is "for man-made machines to see and understand as people do."
It is about enabling computers (or machines) to use visual information in a useful way (ideally similar to how people
do). People "vision" easily, but it is a very complex problem for a machine.
- Imaging is a field of engineering; it is "the capture, transmission, storage, manipulation, and reproduction of images, by electronic, chemical, physical, or optical means."
- Machine vision is applied computer vision to industry and manufacturing. Computer vision mainly focuses on
computer-based processing of images. Machine vision also uses digital input/output devices and computer networks so to control
industrial or manufacturing equipment or product, e.g., a robot or visual inspection of items.