Computer Vision Tutorials from Conferences (2) -- ECCV
ECCV 2012 (http://eccv2012.unifi.it/program/tutorials/)
Vision Applications on Mobile using OpenCV
Gary Bradski (Industrial Perception), Victor Eruhimov (Itseez), Vadim Pisarevsky (Itseez)
http://opencv.org/eccv2012.html
http://eccv2012.unifi.it/program/tutorials/vision-applications-on-mobile-using-opencv/
http://techtalks.tv/talks/vision-applications-on-mobile-using-opencv/56255/Internet Video Search
Cees G.M. Snoek (UAmsterdam), Arnold W.M. Smeulders (CWI, NL)
http://tutorials.ceessnoek.info/
http://tutorials.ceessnoek.info/Lecture%201%20Florence.pdf
http://tutorials.ceessnoek.info/Lecture%202%20Florence.pdf
http://tutorials.ceessnoek.info/Lecture%203%20Florence.pdfModern features: advances, applications, and software
Andrea Vedaldi (Oxford), Jiri Matas (CTU Prague), Krystian Mikolajczyk (U Surrey), Tinne Tuytelaars (), Cordelia Schmid (INRIA), Andrew Zisserman (Oxford)
https://sites.google.com/site/eccv12features/
https://sites.google.com/site/eccv12features/slides/modern-features-part-0-intro.pdf?attredirects=0&d=1
https://sites.google.com/site/eccv12features/slides/modern-features-part-1-detectors.pdf?attredirects=0&d=1
https://sites.google.com/site/eccv12features/slides/modern-features-part-2-descriptors.pdf?attredirects=0&d=1
https://sites.google.com/site/eccv12features/slides/modern-features-part-3-4-software-evaluation.pdf?attredirects=0&d=1Multi-View Geometry and Computational Photography using Non-Classical Cameras
Srikumar Ramalingam, Amit Agrawal (MERL)
http://www.umiacs.umd.edu/~aagrawal/ECCV12Tutorial/index.html
http://www.umiacs.umd.edu/~aagrawal/ECCV12Tutorial/ECCV12Tutorial_Intro_Part1.pdf
http://www.umiacs.umd.edu/~aagrawal/ECCV12Tutorial/ECCV12Tutorial_Modeling_Part2.pdf
http://www.umiacs.umd.edu/~aagrawal/ECCV12Tutorial/ECCV12Tutorial_Generic_Part3.pdf
http://www.umiacs.umd.edu/~aagrawal/ECCV12Tutorial/ECCV12Tutorial_Synthesis_Part4.pdf
http://www.umiacs.umd.edu/~aagrawal/ECCV12Tutorial/ECCV12Tutorial_Future_Part5.pdfSparse and Low-Rank Representation for Computer Vision ― Theory, Algorithms, and Applications
Yi Ma (MS Research), John Wright (Columbia), Allen Y. Yang (UC Berkeley)
http://www.eecs.berkeley.edu/~yang/courses/ECCV2012/index.htm
http://www.eecs.berkeley.edu/~yang/courses/ECCV2012/ECCV12-lecture1.pdf
http://www.eecs.berkeley.edu/~yang/courses/ECCV2012/ECCV12-lecture2.pdf
http://www.eecs.berkeley.edu/~yang/courses/ECCV2012/ECCV12-lecture3.pdfAdditive Kernels and Explicit Embeddings for Large Scale Computer Vision Problems
Jianxin Wu (NTU, Singapore), Andrea Vedaldi (Oxford), Subhransu Maji (TTIC), Florent Perronnin (Xerox)
https://sites.google.com/site/additivekerneltutorial/
https://sites.google.com/site/additivekerneltutorial/home/part1/ECCV2012_Tutorial.pdf?attredirects=0
https://sites.google.com/site/additivekerneltutorial/home/part2/vedaldi12eccv-feature-map-tutorial.pdf?attredirects=0&d=1
https://sites.google.com/site/additivekerneltutorial/home/part3/additive-classifier-tutorial-part3-eccv2012.pdf?attredirects=0&d=1
https://sites.google.com/site/additivekerneltutorial/home/part4/eccv12-tutorial-fv.pdf?attredirects=0&d=1Using MATLAB for Computer Vision: Computer Vision System Toolbox and More
Bruce Tannenbaum, Dima Lisin, Witek Jachimczyk (MathWorks)
http://eccv2012.unifi.it/program/tutorials/using-matlab-for-computer-vision-computer-vision-system-toolbox-and-more/
file not foundSimilarity-Based Pattern Analysis and Recognition
Edwin R. Hancock (U York), Vittorio Murino (IIT, Italy), Marcello Pelillo (U Venice), Richard Wilson (U York)
http://simbad-fp7.eu/tutorialECCV2012.html
http://simbad-fp7.eu/images/tutorial/01-ECCV2012Tutorial.pdf
http://simbad-fp7.eu/images/tutorial/02-ECCV2012Tutorial.pdf
http://simbad-fp7.eu/images/tutorial/03-ECCV2012Tutorial.pdf
http://simbad-fp7.eu/images/tutorial/04-ECCV2012Tutorial.pdf
http://simbad-fp7.eu/images/tutorial/05-ECCV2012Tutorial.pdf
ECCV 2010 (http://www.ics.forth.gr/eccv2010/tutorials.php)
Variational Methods for Computer Vision
Daniel Cremers (TU Munchen), Thomas Pock (Graz UT), Bastian Goldücke (TU Munchen)
http://vision.in.tum.de/tutorials/eccv2010
http://vision.in.tum.de/old/tutorials/eccv2010/vmcv_eccv2010.zipComputer Vision and 3D Perception for Robotics
Radu Bogdan Rusu, Gary Bradski, Caroline Pantofaru (Willow Garage), Stefan Hinterstoisser, Stefan Holzer (TU Munchen), Kurt Konolige (Willow Garage), Andrea Vedaldi (Oxford)
http://www.ros.org/workshops/eccv/2010/Bradski.pptx
http://www.ros.org/workshops/eccv/2010/Rusu.tgz
http://www.ros.org/workshops/eccv/2010/Konolige.pptx
http://www.ros.org/workshops/eccv/2010/Pantofaru.tgz
http://www.ros.org/workshops/eccv/2010/Vedaldi.pdf
http://www.ros.org/workshops/eccv/2010/Hinterstoisser.tgz
http://www.ros.org/workshops/eccv/2010/Holzer.pptxComputationational Symmetry: Past, Current, Future
Yanxi Liu (PSU)
http://vision.cse.psu.edu/research/symmComp/index.shtml
http://vision.cse.psu.edu/research/symmetryCompetition/index.shtml
http://dl.dropbox.com/u/6470988/0600000008-Liu.pdfDiffusion Geometry in Shape Analysis
Michael Bronstein (Technion), Radu Horaud (INRIA)
http://tosca.cs.technion.ac.il/book/course_eccv10.html
https://docs.google.com/uc?export=download&id=0BzD4wZ1l3sTjOGU3MjNiOGQtZmFiYi00MmVjLWE5NWEtYjhhNGE5NWJhYzQw
https://docs.google.com/fileview?id=0B-aDWjDc-gnnNGMxOTYzNzUtMTY4OC00ZGU2LTllNTctOTc0M2Q2YjIzNDkx&hl=en&authkey=CODkxsQBFeature Learning for Image Classification
Kai Yu (NEC Labs), Andrew Ng (Stanford)
http://ufldl.stanford.edu/eccv10-tutorial/
http://ufldl.stanford.edu/eccv10-tutorial/eccv10_tutorial_part0.ppt
http://ufldl.stanford.edu/eccv10-tutorial/eccv10_tutorial_part1.ppt
http://ufldl.stanford.edu/eccv10-tutorial/eccv10_tutorial_part2.ppt
http://ufldl.stanford.edu/eccv10-tutorial/eccv10_tutorial_part3.ppt
http://ufldl.stanford.edu/eccv10-tutorial/eccv10_tutorial_part4.pptStatistical and Structural Recognition of Human Actions
Ivan Laptev (INRIA/ENS), Greg Mori (Simon Fraser University)
https://sites.google.com/site/humanactionstutorialeccv10/
http://www.di.ens.fr/willow/events/eccv2010tutorial/eccv10actions-part1.pdf
http://www.cs.sfu.ca/~mori/courses/eccv10/mori-structural.pdfDistance Functions and Metric Learning
Michael Werman, Ofir Pele (Hebrew University of Jerusalem), Brian Kulis (UC Berkeley)
http://www.cs.huji.ac.il/~ofirpele/DFML_ECCV2010_tutorial/
http://www.cs.huji.ac.il/~ofirpele/DFML_ECCV2010_tutorial/DFML_ECCV2010_tutorial_part_1_v3.pdf
http://www.cs.huji.ac.il/~ofirpele/DFML_ECCV2010_tutorial/DFML_ECCV2010_tutorial_part_2.pdfNonrigid Structure from Motion
Yaser Sheikh (CMU), Sohaib Khan (Lahore University of Management Sciences)
http://www.cs.cmu.edu/~yaser/ECCV2010Tutorial.html
http://www.cs.cmu.edu/~yaser/TutorialSlides-Integrated-small.pdf
ECCV 2008 (http://eccv2008.inrialpes.fr/tutorials.html)
Mesh processing
Bruno Levy (INRIA)
http://alice.loria.fr/WIKI/index.php/Graphite/MeshProcessing
http://alice.loria.fr/WIKI/uploads/Graphite/01_Introduction.ppt
http://alice.loria.fr/WIKI/uploads/Graphite/02_Parameterization.ppt
http://alice.loria.fr/WIKI/uploads/Graphite/03_DEC.ppt
http://alice.loria.fr/WIKI/uploads/Graphite/04_spectral.ppt
http://alice.loria.fr/WIKI/uploads/Graphite/05_Numerics.pptSupervised learning for computer vision: theory and algorithms
Francis Bach (INRIA - ENS), Jean-Yves Audibert (ENPC)
http://www.di.ens.fr/~fbach/eccv08_intro.pdf
http://www.di.ens.fr/~fbach/eccv08_audibert.pdf
http://www.di.ens.fr/~fbach/eccv08_fbach.pdfCombinatorial Calculus in Computer Vision: Formulating and Solving Continuous PDEs on Graphs
Leo Grady (Siemens), Sebastien Bougleux (U Caen)
http://www.cns.bu.edu/~lgrady/Short_Course_ECCV08.html
http://www.cns.bu.edu/~lgrady/ECCV08_tutorial_grady_bougleux.zipVisual attention: biology, computational models, and applications
John K. Tsotsos, Neil Bruce, Albert L. Rothenstein (York University)
http://www.cse.yorku.ca/~albertlr/web/Alberts_Homepage/Courses.html
file link corrupted, see a similar one:
http://www.cse.yorku.ca/~tsotsos/Selective_Tuning/Tutorial.html
http://www.cse.yorku.ca/~tsotsos/Visual-Attention2.ppt
http://www.cse.yorku.ca/~tsotsos/Selective-Tuning2.pptMotion Capture in Practice
Andrew J. Stoddart (Vicon), Steve Caulkin (Image Metrics), Clement Menier (4D View Solutions), Steve Sullivan (Lucasfilm/Industrial Light & Magic)
https://sites.google.com/site/mocaptutorial/
file not foundTheory and Methods of Radiance Photography
Todor Georgiev (Adobe), Andrew Lumsdaine (Indiana University)
http://www.tgeorTheory and Methods of Radiance Photographygiev.net/ECCV/
http://www.tgeorgiev.net/CVPR/CVPR_Tutorial.pdf
http://www.tgeorgiev.net/CVPR/Supplemental.pdfMAP Estimation Algorithms in Computer Vision
Pawan Mudigonda (Oxford), Pushmeet Kohli (MS Research)
http://www.robots.ox.ac.uk/~pawan/eccv08_tutorial/index.html
http://www.robots.ox.ac.uk/~pawan/eccv08_tutorial/Tutorial_Part1.ppt
http://www.robots.ox.ac.uk/~pawan/eccv08_tutorial/Tutorial_Part2.pptBiological Vision : A Source of Insights for Computer Science
Simon Thorpe (CNRS)
http://www.cerco.ups-tlse.fr/~BiologicalVision/
http://www.cerco.ups-tlse.fr/~BiologicalVision/index_fichiers/ECCVTutorialThorpe2008.pdf
ECCV 2006 (http://eccv2006.tugraz.at/tutorials.html)
Component Analysis for Computer Vision
Fernando De la Torre (CMU)
http://www.salleURL.edu/~ftorre/last.pdf
http://www.salleURL.edu/~ftorre/part1.pdf
http://www.salleURL.edu/~ftorre/bibliography.pdfGeneral Imaging Design, Calibration and Applications
Srikumar Ramalingam (INRIA/UCSC), Peter Sturm (INRIA), Rahul Swaminathan (TU Berlin)
http://www.deutsche-telekom-laboratories.de/~srahul/ECCV_Tutorial_2006/
http://www.deutsche-telekom-laboratories.de/~srahul/ECCV_Tutorial_2006/Final_TutorialHandout_ECCV2006.pdfLocal Invariant Features: What? Why? When? How?
Tinne Tuytelaars (KU Leuven)
http://homes.esat.kuleuven.be/~tuytelaa/ECCV06tutorial.html
http://homes.esat.kuleuven.be/~tuytelaa/tutorial-ECCV06.pdf
http://homes.esat.kuleuven.be/~tuytelaa/survey_inv_features.pdf
and also see a journal version:
http://homes.esat.kuleuven.be/~tuytelaa/FT_survey_interestpoints08.pdfContinuous Optimization Methods in Computer Vision
Fredrik Kahl (Lund University), Richard Hartley (ANU)
http://users.rsise.anu.edu.au/~hartley/Papers/ECCV-2006/eccv-optimization.ppt
http://users.rsise.anu.edu.au/~hartley/Papers/ECCV-2006/tutorial2.pptGraph Cuts versus Level Sets
Yuri Boykov (U Western Ontario), Daniel Cremers (Bonn U), Vladimir Kolmogorov (University College London)
http://www.csd.uwo.ca/faculty/yuri/Abstracts/eccv06-tutorial.html
http://www.csd.uwo.ca/faculty/yuri/Presentations/ECCV06_tutorial_partI_yuri.pdf
http://www.csd.uwo.ca/faculty/yuri/Presentations/ECCV06_tutorial_partII_dan.pdf
http://www.csd.uwo.ca/faculty/yuri/Presentations/ECCV06_tutorial_partIIIa_vnk.pdf
http://www.csd.uwo.ca/faculty/yuri/Presentations/ECCV06_tutorial_partIIIb_yuri.pdf
http://www.csd.uwo.ca/faculty/yuri/Presentations/ECCV06_tutorial_partIV_vnk.pdf
ECCV 2004 (http://cmp.felk.cvut.cz/eccv2004/)
Machine Learning Techniques for Computer Vision
Christopher M. Bishop (MS Research)
http://cmp.felk.cvut.cz/eccv2004/tutorials/eccv2004-t2.htm
http://www.ecse.rpi.edu/~qji/BNs/Bishop_bn.ppt
http://www.csie.ntu.edu.tw/~mhyang/course/u0030/lectures/Bishop-ECCV-04-tutorial-B.pdfCamera-Based Techniques for Building Large-Area Multi-Projector Displays
Aditi Majumder (UNC), Michael S. Brown (HKUST)
http://cmp.felk.cvut.cz/eccv2004/tutorials/eccv2004-t5.htm
file link not foundStatistics in Projective Geometry
Wolfgang Frstner (Bonn U)
http://cmp.felk.cvut.cz/eccv2004/tutorials/eccv2004-t1.htmDiscrete Optimization Methods in Computer Vision
Yuri Boykov (U Western Ontario), Phil Torr (Oxford Brookes), Ramin Zabih (Cornell)
http://cms.brookes.ac.uk/staff/PhilipTorr/
http://cms.brookes.ac.uk/staff/PhilipTorr/Powerpoint/ECCV-04-PHST2.zipFace Recognition and Modeling
Wen-Yi Zhao (UMD), Thomas Vetter, Sami Romdhani (U Basel)
http://cmp.felk.cvut.cz/eccv2004/tutorials/eccv2004-t4.htm
file not found
ECCV 2002 (http://www.it-c.dk/events/eccv02/)
most of the links bebow are corrupted
Discrete and continuous Wavelets in Image Processing Applications
Kameswara Rao Namuduri, USA
http://ctsps.cau.edu/kamesh/Wavelets-Tutorial.htmLearning-Based Detection, Segmentation and Matching of Objects
Nicolae Duta and Anil K.Jain, USA
http://www.cse.msu.edu/~dutanico/ECCV/eccv_tut.html
see another link:
http://link.springer.com/chapter/10.1007%2F3-540-44732-6_45Object Recognition
Mohammed Bennamoun, Australia
http://www.eese.bee.qut.edu.au/people/bennamou/ECCV2002.htmlFrom MPEG-4 to MPEG-7 Evolution of MPEG (Visual) Standards
Kameswara Rao Namuduri, USA
http://ctsps.cau.edu/kamesh/MPEG-Tutorial.htmSubspace Methods for Visual Learning and Recognition
Horst Bischof and Ales Leonardis, Austria
http://www.icg.tu-graz.ac.at/~bischof/eccv-tut
a short version:
http://www.cc.gatech.edu/~hic/8803-Fall-09/slides/SubSpace-Learning.pdfMultifractal Methods in Image Processing
Jacques Levy-Vehel, France
http://www-rocq.inria.fr/fractales/Demo/site-eccv2002.htmlEmpirical Design Methologies for the Construction of Vision Systems
Neil Thacker, Tony Lacey and Patrick Courtney, United Kingdom
http://www.tina-vision.netDynamical Systems in Computer Vision
Bart de Moor, Giorgio Picci, Stefano Soatto and Alessandro Chiuso, Italy