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
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
Project 3 due on Oct 24
Final Project Out
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
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
Automatic Photo Quality Assessment
Readings:
Cutzu, et al, CVPR 2003, Estimating the photorealism of images: Distinguishing paintings from photographs
Data, et al, ECCV 2006, Studying Aesthetics in Photographic Images Using a Computational Approach
Ke, et al, CVPR 2006, The Design of High-Level Features for Photo Quality Assessment
Presenters: Tuo Wang, Yupu Zhang & Guoliang Jin
Text, Images, and Object Categories
Readings:
Berg et al, CVPR 2004, Names and Faces in the News
Berg and Forsyth, CVPR 2006, Animals on the Web
Lazebnik et al, CVPR 2006, Beyond Bags of Features
Presenters: Mayank Maheshwari, Prachi Bhadekar and Blayne Field
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
Presenters: Mikola Lysenko, Chris Hopman, Aubrey Barnard
Labeling Images for Fun
Final Project progress report due on Dec 3
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: Ba-Quy Vuong, Nan Chen, Adam Bechle
Indexing and Retrivel of Image Database
Readings:
Sivic and Zisserman, CVPR 2003, Video Google
Nister and Stewenius, CVPR 2006, Scalable Recognition with a Vocabulary Tree
Chum et al, ICCV 2007, Total Recall: Automatic Query Expansion with a Generative Feature Model for Object Retrieval.
Presenters: Jiasi Song, Yancan Huang, Shengqi Zhu
Readings:
Comaniciu and Meer, ICCV 1999, Mean shift analysis and applications.
Shi and Malik. PAMI 2000. Normalized Cuts and Image Segmentation.
Kannan et al. NIPS 2006. Clustering Apperance and Shape by Learning Jigsaws.
Presenters: Yi Pan
Readings:
Ramanan et al, ICCV 2007, Leveraging Archival Video for Building Face Datasets
Jain et al, ICCV 2007, People-LDA: Anchoring Topics to People using Face Recognition
Schroff et al, ICCV 2007, Harvesting Image Databases from the web
Presenters: Alok Shridhar Deshpande, Kong Yang, Sundeep Vaddadi