| Lecture |
Date |
Topic |
Readings | Course
Materials |
Assignments |
| Week 1 |
| 1 |
Mon Aug 25 |
Introduction
|
Sz 1 | Slides (pdf, ppt) |
|
| 2 |
Wed Aug 27 |
Linear algebra overview |
| quiz 0 (pdf) |
|
| 3 |
Fri Aug 29 |
Optimization techniques |
| |
|
| Week 2 |
| Mon Sep 1 | NO CLASS
(Labor day observed) |
| | |
| 4 |
Wed Sep 3 |
Image formation (geometry)
|
FP 1.1; Sz 2.1, 2.3.1 | Slides (pdf, ppt) |
|
| 5 |
Fri Sep 5 |
Image formation (photometry) |
FP 2.1,2.2.4; Sz 2.2 | Slides (pdf, ppt) |
|
| Week 3 |
| 6 |
Mon Sep 8 |
Color
|
FP 3; Sz 2.3.2 | Slides (pdf, ppt) |
|
| 7 |
Wed Sep 10 |
Color cont'd
|
|
|
|
| 8 |
Fri Sep 12 |
Linear filters | FP 4.1,4.2; Sz 3.2 | Slides (pdf, ppt) |
|
| Week 4 |
| 9 |
Mon Sep 15 |
Linear filters cont'd
|
| |
HW1 OUT |
| 10 |
Wed Sep 17 |
Edges and pyramids |
FP 4.7; Sz 4.2 & 3.5 | Slides (pdf, ppt) |
|
| 11 |
Fri Sep 19 |
Local features |
FP 5 | Slides (pdf, ppt) |
|
| Week 5 |
| 12 |
Mon Sep 22 |
Local features cont'd
|
| Slides (pdf, ppt) |
|
| 13 |
Wed Sep 24 |
Texture |
FP 6.1-6.4; | Slides (pdf, ppt) |
|
| 14 |
Fri Sep 26 |
Texture cont'd |
| |
|
| Week 6 |
| 15 |
Mon Sep
29 |
PCA
|
Tutorial on PCA
| Slides (pdf, ppt) |
|
| 16 |
Wed Oct 1 |
Robustness and RANSAC
|
FP 10.1-10.4; Sz 4.3 | Slides (pdf, ppt) |
|
|
Fri Oct 3 |
CLASS CANCELLED (ML Seminar) |
| |
HW1 DUE |
Week 7
|
17
|
Mon Oct 6 |
Stereo correspondence |
FP 7; Sz 11.1-11.5 | Slides (pdf, ppt) |
HW2 OUT |
| 18 |
Wed Oct 8
|
Multiview geometry and stereo |
Sz 11.6 | Slides (pdf, ppt) |
|
| 19 |
Fri Oct 10 |
Multiview geometry and stereo cont'd |
| |
|
Week 8
|
| 20 |
Mon Oct 13
|
Dense motion estimation
|
FP 10.6, 11.1.2; Sz 8; | Slides (pdf, ppt) |
|
| 21 |
Wed Oct 15
|
Segmentation I
|
FP 9, Sz 5 | Slides (pdf, ppt) |
|
| 22 |
Fri Oct 17 |
Segmentation II |
| |
|
Week 9
|
| 23 |
Mon Oct 20 |
Segmentation III
|
| |
|
| 24 |
Wed Oct 22
|
Classifiers
|
FP 15 | Slides (pdf, ppt) |
|
| 25 |
Fri Oct 24 |
Object detection
|
FP 17 | Slides (pdf, ppt) |
HW2 DUE; Proposals due |
Week 10
|
| 26 |
Mon Oct
27
|
Object recognition |
FP 18
| Slides (pdf, ppt) |
HW3 OUT |
| 27 |
Wed Oct
29
|
Overview of probability concepts
|
Read Chp 2 for lectures 27-31 | Slides (pdf, ppt) |
|
| 28 |
Fri Oct
31
|
More on probabilities
|
| |
|
Week 11
|
29
|
Mon Nov 3
|
Graphical models introduction |
| Slides (pdf, ppt) |
|
| 30 |
Wed Nov 6
|
Probabilistic classifiers
|
Tom Mitchell ML Book Chp 1
| Slides (pdf, ppt) |
|
| 31 |
Fri Nov 7 |
MRFs
|
| Slides (pdf, ppt) |
|
Week 12
|
| 32 |
Mon Nov 10
|
Introduction to neural networks
|
Tutorial for lectures 32 - 34 | Slides (pdf, ppt) |
|
| 33 |
Wed Nov 12
|
Deep learning
|
| Slides (pdf) |
|
| 34 |
Fri Nov 14 |
Convolutional neural networks |
| Slides (pdf) |
HW3 DUE (Nov 22nd) |
| Week 13 |
| 35 |
Mon Nov 17 |
Midterm review |
| Slides (pdf, ppt) |
|
|
Wed Nov 19 |
MID-TERM EXAM (cancelled - weather) |
| |
|
| 36 |
Fri Nov 21 |
Class cancelled - weather |
| |
|
| Week 14 |
| 37 |
Mon Nov 24
|
Classifiers for final project
|
| Final project |
HW4 OUT |
|
Wed Nov 26 |
NO CLASS
(Thanksgiving Recess) |
| |
|
|
Fri Nov 28 |
NO CLASS
(Thanksgiving Recess) |
| |
|
| Week 15 |
38
|
Mon Dec 1
|
MID-TERM EXAM (rescheduled) |
| |
|
39
|
Wed Dec 3
|
Final project review |
| Final project |
|
40
|
Fri Dec 5 (last class)
|
Wrap-up on CVIP |
| |
|
| Exam week |
|
Dec 15
|
Final exam week
|
| |
HW4 DUE (No extensions) |
