Course calendar (tentative--subject to
change)
The course calendar below gives the lecture
topics, assignment and
due dates for projects. The calendar is subject to change during
the quarter, and we will remind you as each of the due dates comes near.
Week |
Topics |
Readings |
Assignments |
1 |
March
29 (Steve)
Intro
[pdf,
html,
ppt]
Filtering
[pdf,
html,
ppt]
|
Forsyth & Ponce, Chapter 7
(optional)
bilateral filtering |
|
31 (Rick)
Image features
[ppt] |
multi-image matching
SIFT
(optional)
feature detection |
Project
1
assigned
|
2 |
April 5 (Rick)
Feature matching [ppt]
|
affine covariant features
publications by David Lowe
|
|
7 (Steve)
Filtering2 [pdf,
html,
ppt]
Cameras, projection
[pdf,
html,
ppt]
|
Nalwa 2.1 |
|
3 |
12 (Rick)
Image alignment, mosaics
[pdf,
html,
ppt]
|
Image Alignment and Stitching: A Tutorial1, Rick Szeliski
Brown & Lowe,
Recognising Panoramas, ICCV 2003
(optional)
Szeliski & Shum, SIGGRAPH 97 |
|
14 (Steve)
Projection
Blending, numerical techniques
[pdf,
html,
ppt]
|
RANSAC |
Project
1
due
Project
2
assigned
|
4 |
19 (Steve)
Projective geometry
[pdf,
html,
ppt]
Single view modeling
|
Mundy, J.L. and Zisserman,
A.,
Geometric Invariance in Computer Vision, Appendix: Projective
Geometry for Machine Vision, MIT Press, Cambridge, MA, 1992,
(read 23.1 - 23.5, 23.10) |
|
21 (Rick)
Structure from motion [pdf,
html,
ppt]
Bundle adjustment
robust estimators
|
epipolar geometry, essential matrix, etc:
online tutorial
see Marc Pollefeys nice
online notes on bundle adjustment |
|
5 |
26 (Steve+Rick)
finish up single view modeling, SFM
more on blending [pdf,
html,
ppt]
|
|
|
28 (Steve)
Recognition [pdf,
html, ppt]
|
C. Bishop, Neural Networks for Pattern Recognition, Oxford
University Press, 1998, Chapter 1.
Forsyth and Ponce, 22.3 (eigenfaces) |
Project
2
due
Project
3
assigned
|
6 |
May 3 (Rick)
Optical flow [pdf,
html,
ppt]
|
Bergen et al. Hierarchical model-based motion estimation. ECCV92,
pp. 237252. |
|
5 (Rick)
Stereo [pdf,
html,
ppt]
|
D. Scharstein and R. Szeliski.
A
taxonomy and evaluation of dense two-frame stereo correspondence
algorithms. International Journal of Computer Vision,
47(1):7-42, May 2002.
|
Project
4
assigned
|
7 |
10 (Steve)
Multi-view stereo [pdf,
html,
ppt]
|
S. M. Seitz and C. R. Dyer,
Photorealistic Scene Reconstruction by Voxel Coloring,
International Journal of Computer Vision, 35(2), 1999, pp. 151-173.
|
Project
3
due
(extended to Wednesday by noon)
|
12 (Steve)
Multi-view stereo (Cont)
|
|
Project
4 proposal due
(extended to Friday by noon) |
8 |
17 (Steve)
Segmentation: [pdf,
html,
ppt]
manual and interactive
|
Forsyth & Ponce, Chapter 7
see slides for (optional) supplementary
refs |
|
19
(Steve)
Texture: [pdf,
html,
ppt]
|
Efros and Leung, Texture
Synthesis by Non-parametric Sampling, Proc. ICCV, 1999.
|
|
9 |
24 (Steve)
Light, color: [pdf,
html, ppt]
|
Forsyth & Ponce, Chapters 4, 6 (through
6.2)
|
|
26
Project status reports
|
|
Project 4
status report due |
10 |
31 (Rick)
Lightfields,
IBMR: [pdf,
html, ppt]
|
S. J. Gortler, R. Grzeszczuk, R. Szeliski and M. F. Cohen, The
Lumigraph, SIGGRAPH 1996.
P. E. Debevec, C. J. Taylor and J. Malik,
Modeling and rendering architecture from photographs, SIGGRAPH
1996.
(optional) M. Levoy and P. Hanrahan, Light
field rendering, SIGGRAPH 1996.
(optional) H.-Y. Shum and L.-W. He. Rendering with
concentric mosaics, SIGGRAPH 1999.
(optional) D. E. Zongker et al. Environment
matting and compositing, SIGGRAPH 1999.
(optional) Y.-Y. Chuang et al. Video
matting of complex scenes. ACM Trans. on Graphics, 21(3):243-248, July 2002.
(optional) Y.-Y. Chuang et al. Shadow
matting. ACM Transactions on Graphics, 22(3):494-500, July 2003.
(optional) A. Schφdl et al., Video
textures. SIGGRAPH 2000, pp. 489-498, 2000.
(optional) M. Uyttendaele et al. Image-based
interactive exploration of real-world environments. IEEE Comp. Graphics and Applications, 24(3), May/June 2004.
|
|
June 2 (Steve)
Photometric stereo: [pdf,
html,
ppt]
Wrapup: [pdf,
html,
ppt]
|
R. Woodham, Photometric Method for Determining Surface
Orientation from Multiple Images. Optical Engineering
19(1)139-144 (1980). ( PDF)
|
|
11 |
June 6
final project presentations
10:30-12:20, room 403 |
|
|
|