CS231A · Computer Vision: from 3D reconstruction to recognition

Winter 2015

Course Schedule

Lecture Date Title Download Reading Instructor
1 1/5/2015 Introduction slides Silvio Savarese
1/6/2015 Problem Set 0 Released image 1
image 2
pdf
No Class 1/7/2015
TA 1 1/7/2015 TA Section: Matlab Introduction
Gates B1 6-7PM
slides Phillip Lee
TA 2 1/9/2015 TA Section: Linear Algebra/Transformations Review
Gates B03 3:15-4:05PM
slides Any linear algebra textbook
[HZ] ch.2,4
Aditya Srinivas Timmaraju
2 1/12/2015 Camera Models slides
notes
[FP] Ch.1
[HZ] Ch.6
Silvio Savarese
1/12/2015 Problem Set 1 Released data
pdf
3 1/14/2015 Camera Models II and Camera Calibration slides
notes
[FP] Ch.1
[HZ] Ch.7
Silvio Savarese
1/14/2015 Problem Set 0 Due : 5PM
4 1/16/2015 Single View Metrology
3:15-4:30PM at Gates B03
slides
notes
[HZ] Ch.2,3,8
[Hoiem & Savarese]
Ch.2
Silvio Savarese
TA 3 1/16/2015 TA Section : Problem Set 1, Matlab Camera Calibration Demo slides Saumitro Dasgupta
Holiday 1/19/2015 MLK day - no class
5 1/21/2015 Epipolar Geometry slides
notes
[HZ] Ch.4,9,11
[FP] Ch.7,8
Silvio Savarese
TA 4 1/23/2015 TA Section : Project Discussion
Gates B03 3:15-4:05PM
slides Phillip Lee
6 1/26/2015 Stereo Systems slides
notes
[HZ] Ch.9, 18
[FP] Ch.7,8
Silvio Savarese
1/26/2015 Problem Set 2 Released pdf
7 1/28/2015 Structure from Motion slides
notes
[HZ] Ch.10,18,19
[FP] Ch.13
[Szelisky] Ch.7
Silvio Savarese
1/28/2015 Problem Set 1 Due
TA 5 1/30/2015 TA Section : Problem Set 2 Review
Gates B03 3:15-4:05PM
slides Aditya Srinivas Timmaraju
8 2/2/2015 Active Stereo & Volumetric Stereo slides
notes
[Szelisky] Ch.11


Silvio Savarese
2/2/2015 Project Proposal Due
9 2/4/2015 Fitting and Matching slides
notes
[HZ] Ch.4,11
[FP] Ch.10
Silvio Savarese
TA 6 2/6/2015 TA Section: Tools for project: OpenCV and PCL
Gates B03 3:15-4:05PM
slides Sam Corbett-Davies
10 2/9/2015 Detectors and Descriptors slides
notes
Silvio Savarese
2/9/2015 Problem Set 2 Due
2/9/2015 Problem Set 3 Released pdf
data
11 2/11/2015 Image Classification by Deep Networks slides Guest lecturer: Ronan Collobert, Facebook
TA 7 2/13/2015 Problem Set 3 Review
Gates B03 3:15-4:05PM
slides Sam Corbett-Davies
Holiday 2/16/2015 Presidents' Day
12 2/18/2015 Introduction to Recognition : Image Classification slides
notes
[FP] Ch.6,16 Silvio Savarese
2/18/2015 Problem Set 3 Due
2/18/2015 Problem Set 4 Released pdf
data
TA 8 2/20/2015 TA Section: Midterm Review
Gates B03 3:15-4:05PM
slides Saumitro Dasgupta
13 2/23/2015 Image Classification & 2D Object Detection slides
notes
Silvio Savarese
2/23/2015 Project Progress Due Date
14 2/25/2015 3D Object Detection slides Silvio Savarese
2/25/2015 Midterm Released (12:30PM) pdf
data
cover sheet(tex)
2/27/2015 Midterm Due (12:30PM)
15 3/2/2015 2D Scene Understanding slides David Held
TA 9 3/2/2015 TA Section : Problem Set 4
Gates B3 4:15-5:05PM
slides Christopher B. Choy
16 3/4/2015 3D Scene understanding pdf Silvio Savarese
3/5/2015 Problem Set 4 Due
17 3/9/2015 Project Presentation
18 3/10/2015 Project Presentation
19 3/11/2015 Project Presentation
3/18/2015 Project Final Report Due Date