Lecture Dates
Readings: Forsyth and Ponce, Chapter 1
Readings: Nishino and Nayar, IJCV 2006, Corneal Imaging System: Environment from Eyes
Readings: Debevec, SIGGRAPH 1997, Recovering High Dynamic Range Radiance Maps from Photographs
Readings: Forsyth and Ponce, Chapter 7 and 8 on filtering and edge detection.
Readings (Optional): Fergus et al, Removing camera shake from a single image, SIGGRAPH 2006.
Readings: Forsyth and Ponce, Chapter 2 on geometric camera models.
Readings: Forsyth and Ponce, Chapter 3 on geometric camera calibration.
Project 1 due on Sept 29
Readings:
Readings:
1. R. Szeliski and H.-Y. Shum. Creating full view panoramic image mosaics and texture-mapped models, SIGGRAPH 1997, pp251-258.
2. M. Brown, D. G. Lowe, Recognising Panoramas, ICCV 2003.
Project 2 assigned
Lowe, IJCV 2004, Distinctive image
features from scale-invariant keypoints
Brown et al, CVPR 2005, Multi-image
matching using multi-scale oriented patches
Brown and Lowe, ICCV 2003, Recognizing
Panorama
Readings:
Horry et al, SIGGRAPH 1997, Tour into the picture
Criminisi et al, IJCV 2000, Single View Metrology
Readings:
Woodham, Optical Engineering, 1980, Photometric Stereo
Readings:
Hertzmann and Seitz, PAMI 2005, Example-based Pphotometric Stereo
Nayar et al, SIGGRAPH 2007, Fast Seperaton of Direct and Global Illumination
Project 2 due on Oct 15
Readings:
Forsyth and Ponce, Computer Vision, 2003, Chapter 11 Stereopsis
Scharstein and Szeliski, IJCV 2002, A taxonomy and evaluation of dense two-frame stereo correspondence algorithms
Readings:
(Optional) Zhang et al, SIGGRAPH, 2004, Spacetime Faces
Readings:
Hartley and Zisserman, Multiple View Geometry, 2003, Chapter 9 Epipolar Geometry and the Fundamental Matrix (course reserve in Wendt Library)
Marc Pollefeys' online tutorial on SfM
Snavely et al, SIGGRAPH 2006, 3D Photo Tourism
Readings:
Kanade and Morris, Philosophical Transactions of the Royal Society of London, Series A, Vol. 356, No. 1740, 1998, Factorization Methods for Structure From Motion
Bill Triggs, et al, Vision Algorithms: Theory and Practice, 2000, Bundle Adjustment -- A Modern Synthesis
Final Project Out
Readings:
Kutukakos and Seitz, IJCV 2000, A Theory of Shape by Space Carving
Faugeras and Keriven, ECCV 1998, Complete Dense Stereovision using Level Set Methods
Readings:
Levoy and Hanrahan, SIGGRAPH 1996, Light Field Rendering
Isaksen, et al, SIGGRAPH 2000, Dynamically Reparameterized Light Fields
Ng et al, Stanford CS Tech Report 2005-02, Hand-Held Plenoptic Camera
Levoy, IEEE Computer 2006, Light Fields and Computational Imaging
Project 3 due on Nov 3
Readings:
Forsyth and Ponce, Chapter 22, pp 495-511
Turk and Pentland, J of Cognitive Neuroscience 3(1), Eigenfaces for recognition
Viola and Jonce, IJCV 2004, Robust Realtime Face Detection
Segmentation
Final Project proposal due on Nov 10
Readings:
Comaniciu and Meer, ICCV 1999, Mean shift analysis and applications.
Shi and Malik. PAMI 2000. Normalized Cuts and Image Segmentation.
Rother, Kolmogorov, and Blake. SIGGRAPH 2004. GrabCut: Interactive Foreground Extraction using Iterated Graph Cuts.
Li, Sun, Tang, and Shum. SIGGRAPH 2004. Lazy Snapping
Presenters: Nayan, Bhaswati, Yizhen
Readings:
Ke and Sukthankar, CVPR 2004, PCA-SIFT.
Mikolajczyk and Schmid, PAMI 2005, A performance evaluation of local descriptors (GLOH).
Tola, Lepetit, and Fua, CVPR 2008, DAISY.
Winder, Gang, Brown, CVPR 2009, Picking the best DAISY.
Presenters: Kamiya, Maxwell, Mark
Shape and Matching
Readings:
Belongie, et al, PAMI 2002, Shape matching and object recognition using shape contexts
Shechtman and Irani, CVPR 2007, Matching Local Self-Similarities across Images and Videos
Grausman and Darrell, ICCV 2005, Pyramid Matching Kernel
Lazebnik et al, CVPR 2006, Beyond Bags of Features
Presenters: Faisal, Varghese, Taushar
Readings:
Sivic and Zisserman, CVPR 2003, Video Google
Nister and Stewenius, CVPR 2006, Scalable Recognition with a Vocabulary Tree
Schindler, Brown, and Szeliski, CVPR 2007, City-Scale Location Recognition
Presenters: Junming, Lizhu, Zhiting
More on 3D Reconstruction
Final Project progress report due on Nov 24
Readings:
Goesele, Snavely, Curless, Hopppe, and Seitz, ICCV 2007, Multi-View Stereo for Community Photo Collections
Agarwal, Snavely, Simon, Setiz, and Sezliski, ICCV 2009, Building Rome in a Day
Furukawa, Curless, Seitz, and Szeliski, ICCV 2009, Reconstructing Building Interiors from Images
Presenters: Chaman, Mon-Ju, Joel
Labeling Images for Fun
Readings:
Ahn, CHI 2004, Labeling Images with a Computer Game (game website)
Ahn, et al, Peekaboom: A Game for Locating Objects in Images (game website)
Russel et al, MIT AI LAB Memo, AIM-2005-025, Label Me (tool website)
Torralba et al. Tiny Images.
Presenters: Finn, Kendrick, Navdeep
Readings:
Levin, Fergus, Durand, and Freeman, SIGGRAPH 2007, Image and Depth from a Conventional Camera with a Coded Aperture
Levin, Sand, Cho, Durand, and Freeman, SIGGRAPH 2008, Motion-Invariant Photography
Nagahara, Kuthirummal, Zhou, and Nayar, ECCV 2008, Flexible Depth of Field Photography
Presenters: Adrian, David, Yoram
Presenters: