| Lecture | TA Session | Date (irregular lectures are highlighted) |
Day of the week | Module | Description | Instructor (if not Fei-Fei) | Course Materials | PS & PA |
| 1 | 2014.09.22 9:00-10:15am Gates B12 |
M | Introduction | Introduction to Computer Vision | slides | PS0-release | ||
| 2 | 2014.09.24 | W | Linear Algebra Primer | slides | ||||
| 3 | 2014.09.29 | M | Optional MATLAB Tutorial | Cătălin | Written MATLAB Intro MATLAB videos (under section V, "Octave") Green Screen demo files |
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| 4 | 2014.10.01 | W | Pixels, Features, and Cameras | Pixels and Filters | slides Forsythe & Ponce: Ch 7 |
PS1-release | ||
| HW | 2014.10.01 10:15am-12pm Gates 400 |
W | PS0 homework session (optional) | Cătălin | Extra office hours for PS0 questions. No new material will be presented. | Office hours | ||
| 2014.10.03 | F | No Class | PS0-due 5pm | |||||
| 5 | 2014.10.06 8:00-10:15am Gates B12 |
M | Edge detection, RANSAC, Feature detectors, Harris | Edge detection + RANSAC slides Feature detectors + Harris slides Forsythe & Ponce: Ch. 8, 15.2.2 Szeliski: Ch. 4.1.1 |
PA1-release | |||
| 6 | 2014.10.08 | W | No Class | |||||
| 7 | 2014.10.13 | M | Difference of Gaussians, SIFT | Lamberto Ballan | slides David Lowe's SIFT paper |
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| 8 | 2014.10.15 | W | Camera 1 | Silvio Savarese | slides Forsythe & Ponce: Ch. 1-3 Hartley & Zisserman: Ch. 6 |
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| 9 | 2014.10.20 | M | Camera 2 | slides Hartley & Zisserman: Ch. 10 Forsythe & Ponce: Ch. 10 |
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| 10 | 2014.10.22 | W | Camera 3 | (same slides as above) | ||||
| HW | 2014.10.22 2:00-4:00pm Gates 300 |
W | PS1 homework session (optional) | Yuke | Extra office hours for PS1 questions. No new material will be presented. | Office hours | ||
| 1 | 2014.10.24 1:00-2:00pm Gates 219 |
F | Panorama Stitching | Yuke | slides | PS1-due 5pm | ||
| 11 | 2014.10.27 | M | Human Vision: Insights and Inspiration for Computer Vision | Cătălin | slides | PS2-release | ||
| 12 | 2014.10.29 | W | Regions of Images, and Segmentation | Basic Concepts of Segmentation | slides Forsythe & Ponce: Ch. 14.2, 14.4 |
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| 2014.10.31 | F | No Class | PA1-due 5pm | |||||
| 13 | 2014.11.03 | M | K-means Clustering | slides Mean Shift paper |
PA2-release | |||
| 14 | 2014.11.05 | W | Feature tracking | slides Szeliski: Ch. 8.4,8.5 |
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| 2 | 2014.11.07 1:00-2:00pm Gates 219 |
F | Figure-ground Segmentation Using Clustering Algorithms | Yuke | slides | |||
| 15 | 2014.11.10 | M | Segmentation in Human Vision: Implications for Computer Vision | Michelle Greene | slides | |||
| 16 | 2014.11.12 | W | Recognizing Faces and Objects | Basic Concepts in Recognition, Nearest Neighbor Match | slides | |||
| HW | 2014.11.12 3:00-5:00pm Gates 400 |
W | PS2 homework session (optional) | Cătălin | Extra office hours for PS2 questions. No new material will be presented. | Office hours | ||
| 2014.11.14 | F | No Class | PS2-due 5pm | |||||
| 17 | 2014.11.17 | M | PCA and Eigenfaces | slides Eigenfaces paper Fisherfaces paper |
PS3-release | |||
| 18 | 2014.11.19 | W | Tracking Millions of People | Alexandre Alahi |
slides FREAK: Fast Retina Keypoint paper FREAK library functions in the C++ OpenCV library |
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| 2014.11.21 | F | No Class | PA2-due 5pm PA3-release |
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| 19 | 2014.12.01 | M | Networks and Hierarchical Processing: Object Recognition in Human and Computer Vision | Cătălin | slides Neocognitron paper Serre & Poggio paper Deep CNN paper |
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| HW | 2014.12.01 5:00-7:00pm Gates 259 |
M | PS3 homework session (optional) | Yuke | Extra office hours for PS3 questions. No new material will be presented. | Office hours | ||
| 20 | 2014.12.03 | W | Towards the AI Dream | |||||
| 3 | 2014.12.03 2:00-3:00pm Gates 219 |
W | Exam Overview; PA3 tutorial |
Fei-Fei Cătălin Yuke |
PA3 tutorial slides | PS3-due 5pm | ||
| 2014.12.05 | F | No Class | PA3-due 5pm | |||||
| 2014.12.08 8:30-11:30am McCullough Bldg., Rm. 115 |
M | Final Exam Note: one single-sided 8.5x11" sheet of notes is allowed in the final. |
Cătălin Yuke |
Exam study guide Sample Final (much shorter than the real one!) Solutions |