Lectures are held on Tuesdays and Thursdays from 1:30pm to 2:50pm @ Building 370-370.
Recitations are held on select Fridays from 12:30pm to 1:20pm @ Shriram 104.
Students with Documented Disabilities: Students who may need an academic accommodation based on the impact of a disability must initiate the request with the Office of Accessible Education (OAE). Professional staff will evaluate the request with required documentation, recommend reasonable accommodations, and prepare an Accommodation Letter for faculty. Unless the student has a temporary disability, Accommodation letters are issued for the entire academic year. Students should contact the OAE as soon as possible since timely notice is needed to coordinate accommodations. The OAE is located at 563 Salvatierra Walk (phone: 723-1066, URL: https://oae.stanford.edu/).
Event Type | Date | Description | Course Materials |
---|---|---|---|
Lecture 1 | Tuesday September 24 |
Course introduction |
[pptx] [pdf] [logistics] |
Lecture 2 | Thursday September 26 |
Pixels and filters | [pdf] |
Recitation 1 | Friday September 27 |
Linear Algebra Review I |
[pdf] |
Lecture 3 | Tuesday October 1 |
Filters and convolutions | [pptx] [pdf] |
Lecture 4 | Thursday October 3 |
Edge detection |
[pptx] [pdf] |
Recitation 2 | Friday October 4 |
Python/Numpy Review I |
[materials] |
HW0 Due | Friday October 4, 11:59pm |
Homework #0 due Basics |
[Homework #0] |
Lecture 5 | Tuesday October 8 |
Features and fitting |
[pdf] |
Lecture 6 | Thursday October 10 |
Feature descriptors |
[pdf] |
Recitation 3 | Friday October 11 |
Linear Algebra Review II |
[pdf] |
HW1 Due | Friday October 11, 11:59pm |
Homework #1 due Filters - Instagram |
[Homework #1] |
Lecture 7 | Tuesday October 15 |
Resizing |
[pdf] |
Lecture 8 | Thursday October 17 |
Segmentation |
[pdf] |
Recitation 4 | Friday October 18 |
Python/Numpy Review II |
|
HW2 Due | Friday October 18, 11:59pm |
Homework #2 due Edges - Smart car lane detection |
|
Lecture 9 | Tuesday October 22 |
Clustering |
[pdf] |
Lecture 10 | Thursday October 24 |
Visual Recognition |
[pdf] |
HW3 Due | Friday October 25, 11:59pm |
Homework #3 due Panorama - Image stitching |
|
Lecture 11 Guest Lecture |
Tuesday October 29 |
Applications of 2D / 3D Perception in Collaborative Robotics Claudia D'Arpino |
|
Lecture 12 | Thursday October 31 |
Dimensionality Reduction |
[pdf] |
HW4 Due | Friday November 1, 11:59pm |
Homework #4 due Resizing - Seam carving |
|
Lecture 13 | Tuesday November 5 |
Face identification |
[pdf] |
Lecture 14 | Thursday November 7 |
Visual Bag of Words |
[pdf] |
Recitation 5 | Friday November 8 |
Class Review I |
|
HW5 Due | Friday November 8, 11:59pm |
Homework #5 due Segmentation - Clustering |
|
Lecture 15 | Tuesday November 12 |
Detecting objects by parts | [pdf] |
Lecture 16 | Thursday November 14 |
Ontology |
[pdf] |
Recitation 5 | Friday November 15 |
Class Review I |
[slides] |
HW6 Due | Friday November 15, 11:59pm |
Homework #6 due Recognition - Classification |
|
Lecture 17 | Tuesday November 19 |
Motion |
[pdf] |
Lecture 18 | Thursday November 21 |
Tracking |
[pdf] |
Recitation 6 | Friday November 22 |
Class Review II |
[pdf] |
HW7 Due | Friday November 22, 11:59pm |
Homework #7 due Object detection - constellation models |
|
Lecture 19 | Tuesday December 3 |
Deep Learning |
[pdf] |
HW8 Due | Wednesday December 4, 11:59pm |
Homework #8 due Tracking - Optical flow |
|
Lecture 20 | Thursday December 5 |
Convolutional Neural Networks |
[pdf] |
Recitation 7 | Friday December 6 |
Class Review III |
[pdf] |
Final | Tuesday December 10, 3:30 to 6:30pm |
Final Exam Hewlett Teaching Center, Room 200 |