Computer Vision Resources
On-line resources
IEEE publications online at
http://ieeexplore.ieee.org
(full publications accessible from on campus)
ACM publications online at
www.acm.org/dl
(full publications accessible from on campus)
Keith Price's
annotated computer vision bibliography
and
list of upcoming computer vision conferences
at USC
Signal processing conferences
CMU's
Computer vision home page
Fisher's
CVonline
at the University of Edinburgh
NEC's
CiteSeer scientific literature digital library
Latex:
Wilkins' Getting started
--
MikTex (Latex for Windows)
--
Greenberg's stuff
--
TeXnicCenter (free editor)
Sigmon's
Matlab primer
-- Soranzo's
Matlab image processing tutorial
Birchfield's
An Introduction to Projective Geometry
Intel's
OpenCV
open source computer vision library
Softintegration's
Ch
-- C/C++ interpreter
Computer vision books
Sonka, Hlavac, and Boyle, Image processing, analysis, and machine vision, 3rd ed., 2008
Forsyth and Ponce, Computer vision: A modern approach, 2003
Hartley and Zisserman, Multiple view geometry in computer vision, 2nd ed., 2003
Gonzalez and Woods, Digital image processing, 2nd ed., 2002
Trucco and Verri, Introductory techniques for 3-D computer vision, 1998 (introductory)
Nalwa, A guided tour of computer vision, 1993 (introductory)
Faugeras, Three-dimensional computer vision, 1993 (advanced)
Schalkoff, Digital image processing and computer vision, 1989
B. K. P. Horn, Robot vision, 1986
Ballard and Brown, Computer vision, 1982
Marr, Vision: A computational investigation into the human representation and processing of visual information, 1982
CVOnline list of computer vision books
, some of which are online
Long
list of computer vision books
at Keith Price's site
Conferences
CVPR: IEEE Conference on Computer Vision and Pattern Recognition
ICCV: IEEE International Conference on Computer Vision
ECCV: European Conference on Computer Vision
ICASSP: IEEE International Conference on Acoustics, Speech, and Signal Processing
IJCAI: International Joint Conference on Artificial Intelligence
ICIP: International Conference on Image Processing
ICPR: International Conference on Pattern Recognition
BMVC: British Machine Vision Conference
Journals
IJCV:
International Journal of Computer Vision
PAMI:
IEEE Transactions on Pattern Analysis and Machine Intelligence
TIP:
IEEE Transactions on Image Processing
TSP:
IEEE Transactions on Signal Processing
SMC-B:
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
CVIU:
Computer Vision and Image Understanding
(
Elsevier author info
--
journal website
)
IVC:
Image and Vision Computing
(
Elsevier author info
)
CSL:
Computer Speech and Language
JASA:
Journal of the Acoustical Society of America
JASP:
EURASIP Journal on Applied Signal Processing
SP:
Signal Processing
IJIG:
International Journal of Image and Graphics
MVA:
Machine Vision and Applications
PR:
Pattern Recognition
(
journal website
)
CVGIP:
Computer Vision, Graphics, and Image Processing
CACM:
Communications of the ACM
NPL:
Neural Processing Letters
Courses
Georgia Tech's
CS 7321
: Computer Vision I
Stanford's
CS 223-B
: Introduction to Computer Vision
Berkeley's
CS 280
: Foundations of Computer Vision
Princeton's
COS 429
: Computer Vision
UNC's
Comp 256
: Computer Vision
MIT's
6.801/6.866
: Machine Vision
Columbia's
E6998-03
: Topics in Computational Vision and Graphics
Image data
Image sequences
from Michael J. Black
Image data
from the Oxford Visual Geometry Group
Performance Evaluation of Tracking and Surveillance (PETS) datasets
GTAV face database
(for face recognition)
Middlebury data sets
(stereo, MRF, optic flow, with ground truth)
Yale face database
CMU data sets
(faces, cars, motion, driving)
face detection dataset
at Multimedia Laboratory of the Department of Information Engineering, Chinese University of Hong Kong
evaluation
of stereo, MRF, optical flow, etc. algorithms at Middlebury College