Topic Notes Slides Reading Homework 3D Pose Tracking in Video Pascal Fua Medical Image Analysis Face Detection & Recognition Photo Tourism N. Snavely N. Snavely Creating Image Mosaics (Stitching) David Lowe M. Brown Bob Fisher Optical Character Recognition Thomas Breuel
Topic Notes Slides Reading Homework Image and Video Databases Pinar Duygulu Tamara Berg Content Based Retrieval L. Shapiro
Topic Notes Slides Reading Homework Viola-Jones Face Detector David Lowe Paul Viola
Topic Notes Slides Reading Homework Hough Transform David Kriegman Luc Van Gool Q & A Image Pyramids Allan Jepson E. Adelson W. Freeman Q, M Superresolution Teodor Moldovan Michal Irani 3D Vision Li Zhang Neural Networks Graphical Models & Vision W. Freeman 1, 2 & 3 M. I. Jordan W. Freeman Q, M
Topic Notes Slides Reading Homework Feature Detection Feature Detection: SIFT David Lowe David Lowe David Lowe Edge Detection Corner Detection Kyros Kutulakos David Kriegman Robust Estimation Allan Jepson Michael Black Allan Jepson 1 & 2 Contour Linking Pascal Fua Texture Analysis
A.A. Efros Luc Van Gool 1 & 2 & 3 View Synthesis Satya Malick Shape from X Francesco Moreno 1 & 2 Shape from Shading Kaleem Siddiqi Kaleem Siddiqi
Topic Notes Slides Reading Homework Linear Algebra Tim Marks Projective Geometry Pascal Fua Stan Birchfield Epipolar Geometry Allan Jepson Pinar Duygulu Hartley & Zisserman Markov Random Fields Richard Zemel Clustering Richard Zemel Homographies Allan Jepson Mixture Modelling Allan Jepson Principal Component Analysis - PCA Independent Component Analysis - ICA A. Hyvarinen Hidden Markov Models Geoff Hinton 1 & 2 Pose Estimation Vincent Lepetit
Topic Notes Slides Reading Homework Image Formation Lenses Sebasian Thrun Lighting and Reflection Pascal Fua Color
Topic Notes Slides Reading Homework Linear Filters Matti Pietikäinen Q& A Fourier Transforms David Fleet Matti Pietikäinen Q& A
Image Segmentation Allan Jepson Matti Pietikäinen Q& A
Local Structure Analysis Rein van den Boomgaard Rein van den Boomgaard 1, 2, 3 Mathematical Morphology Rein van den Boomgaard
Topic Notes Slides Reading Homework General Tracking Kalman Filters Richard Murray 1 & 2 Aaron D'Souza Richard Murray Q & A Particle Filtering Allan Jepson 1, 2 & 3 Feature Based Tracking W. Freeman Q, M Template Matching Vincent Lepetit Structure from Motion Marc Pollefeys H.C. Longuet-Higgins Optical Flow W. Freeman Q, M Active Vision Bob Fisher
Topic Notes Slides Reading Homework Embedded Computer Vision Branislav Kisacanin Mathias Kolsch GPU Computer Vision James Fung James Fung Silicon Retinas S-C. Liu FPGA Image Processing Oskar Mencer
Topic Notes Slides Reading Homework Curve Representation Kyros Kutulakos Patch Representation Kyros Kutulakos Face Modelling David Kriegman Appearance Based Modelling Allan Jepson Image-based / Light field Modelling David Kriegman 1 & 2 Marc Levoy
Topic Notes Slides Reading Homework 2D Object Recognition Allan Jepson S. J. Dickinson Serge Belongie 1 & 2 Geometric Recognition of Parts Bob Fisher 1 & 2 Model Based Recognition W. Freeman Part Based Recognition Michael J. Black (1) (2) (3) 3D Vision with Stereo Data Roberto Cipolla 3D Vision with Range Data Photometric Stereo David Kriegman Biologically Inspired Recognition T. Serre Matching and Registration David Lowe Classification & Categorization Template Matching Kyros Kutulakos PCA Based Matching Kyros Kutulakos Boltzman Machine Recognition Geoff Hinton 1, 2 & 3 Geoff Hinton 1 & 2 Neural Networks
Topic Notes Slides Reading Homework High Level Vision Z. Tu Scene Understanding Antonio Torralba Kevin Murphy
Topic Notes Slides Reading Homework Sensor Fusion Richard Murray Richard Murray Q & A Image Registration SLAM Andrew Calway 1 & 2 Tim Bailey 1 & 2 Cue Integration Dan Kersten Marc Ernst
Topic Notes Slides Reading Homework Image Sensors Matti Pietikäinen Q & A Silicon Photoreception T. Delbruck Optical Flow Sensors A. Stocker A. Stocker Event Based Visual Sensors S-C. Liu S-C. Liu
Topic Notes Slides Reading Homework Camera Calibration Z. Zhang
Topic Notes Slides Reading Homework Neural Networks Richard Zemel Expectation-Maximization Brendan Frey Energy Based Learning Yann LeCun 1 & 2 Yann LeCun Boosting Geoff Hinton
Topic Notes Slides Reading Homework Computational Approach to Human Vision Dan Kersten 1 & 2 The Retina D. Kiper 1 & 2 Early Vision Jitendra Malik D. Kiper Visual Cortex Dan Kersten Color Vision D. Kiper
Topic Notes Slides Reading Homework MathVisionTools Markus A. van Almsick Mathematica R. van de Boomgaard 1 & 2
Topic Notes Slides Reading Homework Eye Movements & Tracking Jochen Triesch M. Hayhoe Active Vision Jochen Triesch Saliency & Attention Jochen Triesch
Topic Notes Slides Reading Homework Ideal Observer Models Dan Kersten 1 & 2 Psychophysics Tools & Techniques Dan Kersten Bayesian Decision Theory Dan Kersten Dan Kersten Depth Perception D. Kiper Motion Perception
D. Kiper
The collection of the these materials was supported by the The British Machine Vision Association.
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© 2008 Robert Fisher