Many of the following slides are modified from the excellent class notes of similar courses offered in other schools by Prof Yung-Yu Chung, Frédo Durand, Alexei Efros, William Freeman, Srinivasa Narasimhan, Steve Seitz, and Dr Richard Szeliski. The instructor is extremely thankful to the researchers for making their notes available online. Please feel free to use and modify any of the slides but acknowledge the original sources where appropriate.
The following tentative syllabus is inheritted from last Fall; it is subject to change (but not much) and update.
Lecture Dates |
Topics | Materials | ||
1 | Sept 2 | Tu |
Introduction and Overview |
PPT, PDF |
2 | Sept 4 | Th | Cameras and Image Formation |
PPT,
PDF
Readings: Forsyth and Ponce, Chapter 1 |
3 | Sept 9 | Tu | Eyes and HDR |
PPT, PDF
Readings: Nishino and Nayar, IJCV 2006, Corneal Imaging System: Environment from Eyes |
4 | Sept 11 | Th | HDR(2) |
Readings: Debevec, SIGGRAPH 1997, Recovering High Dynamic Range Radiance Maps from Photographs |
5 | Sept 16 | Tu |
Image Processing Basics |
PPT,
PDF
Readings: Forsyth and Ponce, Chapter 7 and 8 on filtering and edge detection. |
6 | Sept 18 | Th |
Image Transformation |
PPT,
PDF
Readings (Optional): Fergus et al, Removing camera shake from a single image, SIGGRAPH 2006. |
7 | Sept 23 | Tu |
Camera Projection and
Calibration |
PPT,
PDF
Readings: Forsyth and Ponce, Chapter 2 on geometric camera models. |
8 | Sept 25 | Th |
Image Mosaics |
PPT,
PDF
Readings: Forsyth and Ponce, Chapter 3 on geometric camera calibration. Project 1 due on Sept 25 |
9 | Sept 30 | Tu |
Image Mosaics(2) |
Readings:
|
10 | Oct 2 | Th |
Matching Features |
PPT,
PDF
Readings: |
11 | Oct 7 | Tu |
Single View Modeling |
Readings: |
12 | Oct 9 | Th |
Shading and Illumination |
Readings: |
13 | Oct 14 | Tu | Shading and Illumination (2) |
Readings: Project 2 due on Oct 14
|
14 | Oct 16 | Th |
Stereo |
Readings: |
15 | Oct 21 | Tu | Stereo (2) |
Readings: |
16 | Oct 23 | Th |
Structure from Motion
|
Readings: |
17 | Oct 28 | Tu | Structure from Motion (2) |
Readings: |
18 | Oct 30 | Th |
Multiview Stereo
|
Readings: Project 3 due on Oct 24 Final Project Out |
19 | Nov 4 | Tu | Plenotpic Function and
Lightfields |
Readings:
|
20 | Nov 6 | Th |
Face Detection and
Recognition |
Readings: |
21 | Nov 11 | Tu | Automatic Photo Quality Assessment |
Readings: Presenters: Tuo Wang, Yupu Zhang & Guoliang Jin |
22 | Nov 13 | Th | Final
Project Proposal Presentation |
|
23 | Nov 18 | Tu | Text, Images, and Object Categories |
Readings: Presenters: Mayank Maheshwari, Prachi Bhadekar and Blayne Field |
24 | Nov 20 | Th | Shape and Matching |
Readings: Presenters: Mikola Lysenko, Chris Hopman, Aubrey Barnard |
25 | Nov 25 | Tu | Labeling Images for Fun |
Final Project progress report due on Dec 3 Readings: Presenters: Ba-Quy Vuong, Nan Chen, Adam Bechle |
26 | Nov 27 | Th | Thanksgiving | |
27 | Dec 2 | Tu | Indexing and Retrivel of Image Database |
Readings: Presenters: Jiasi Song, Yancan Huang, Shengqi Zhu |
28 | Dec 4 | Th | Segmentation |
Readings: Presenters: Yi Pan |
29 | Dec 9 | Tu | Dataset Collection |
Readings:
Presenters: Alok Shridhar Deshpande, Kong Yang, Sundeep Vaddadi |
30 | Dec 11 | Th | Final project presentation |