Lecture |
Discussion Session |
Date |
Module | Description |
Lecturer |
Course Materials |
PS |
1 |
Mon, Sept 26, 2011
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Introduction | Introduction to Computer Vision |
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Slides (PDF)
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2 |
Wed, Sept 28, 2011
|
Case study: Face Recognition |
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Slides (PDF) Marked Slides (PDF) Reading Materials: Turk & Pentland (1991) Belhumeur et al. (1997) Viola & Jones (2001) OpenCV: Ch 13 |
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1 |
Fri, Sept 30, 2011 |
TA Section: |
Kevin Tang |
Slides (PDF) |
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3 |
Mon, Oct 3, 2011 |
Image Structure |
Linear Filters |
PS0 Due | |||
4 |
Wed, Oct 5, 2011 |
Finding Lines: |
|
Slides (PDF) Marked Slides(PDF) Reading Materials: Forsyth & Ponce: Ch 8, 15 Szeliski: Ch 4.2, 4.3, 6.1.4 Fischler & Bolles (1981) Canny (1986) |
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2 |
Fri, Oct 7, 2011
|
TA Section: Problem Set 1 & Project Discussion |
Kevin Tang |
Slides (PDF) |
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5 |
Mon, Oct 10, 2011 |
Clustering and Segmentation I |
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6 |
Wed, Oct 12, 2011
|
Clustering and Segmentation II |
|
Slides (PDF) Marked Slides (PDF) Reading Materials: Forsyth & Ponce: Ch 14.5 Szeliski: Ch 5.4 - 5.5 Shi & Malik (2000) Comaniciu & Meer (2001) |
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3 |
Fri, Oct 14, 2011 |
TA Section: |
Hao Su |
Slides (PDF)
|
PS1 Due | ||
7 |
Mon, Oct 17, 2011 |
Camera Models | Camera Models |
|
Linear Algebra Slides (PDF)
Lecture Slides (PDF) Marked Slides (PDF) Reading Materials: Hartley & Zisserman: Ch 2, 4, 6 Forsyth & Ponce: Ch 1 - 3 |
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8 |
Wed, Oct 19, 2011 |
Camera Calibration |
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4 |
Fri, Oct 21, 2011 |
TA Section: Problem Set 2 |
Jiahui Shi |
Slides (PDF) |
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9 |
Mon, Oct 24, 2011 |
Epipolar Geometry |
|
Slides (PDF)
Marked Slides (PDF) Reading Materials: Hartley & Zisserman: Ch 4, 9, 11 Forsyth & Ponce: Ch 10 |
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10 |
Wed, Oct 26, 2011 |
Stereo & Multi-view Reconstruction |
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5 |
Fri, Oct 28, 2011 |
TA Section: |
Kevin Tang |
Slides (PDF) |
PS2 Due | ||
|
Mon, Oct 31, 2011 |
In-Class Midterm Exam (Midterm Topics, Sample Midterm) (Solutions) |
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11 |
Wed, Nov 2, 2011 |
Recognition: Building |
Detectors and Descriptors |
Slides (PDF)
Marked Slides (PDF) Harris & Stephens (1988) Lowe (2004) Mikolajczyk & Schmid (2001, 2004) Lindeberg (1998) | |||
12 |
Mon, Nov 7, 2011 |
SIFT & Single Object Recognition |
Slides (PDF)
Marked Slides (PDF) Lowe (2004) Mikolajczyk & Schmid (2005) Brown & Lowe (2007) Belongie & Malik (2002) |
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13 |
Wed, Nov 9, 2011 |
Optical Flow & Tracking |
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6 |
Fri, Nov 11, 2011 |
TA Section: |
Jiahui Shi |
Slides (PDF) |
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14 |
Mon, Nov 14, 2011 |
Recognition: Objects, | Introduction to |
|
Slides (PDF)
Marked Slides (PDF) Fei-Fei, Torralba & Fergus (Introduction, BoW) Csurka et al (2004) Sivic et al (2005) Grauman & Darrell (2005) Lazebnik et al (2006) |
PS3 Due |
|
15 |
Wed, Nov 16, 2011 |
Object Classification: Bag of Words Models |
|
Slides (PDF)
Marked Slides (PDF) Csurka et al (2004) Sivic et al (2005) Grauman & Darrell (2005) Lazebnik et al (2006) |
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7 |
Fri, Nov 18, 2011 |
TA Section: Problem Set 4 |
Kevin Tang |
Slides (PDF) |
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Mon, Nov 21, 2011 | No Class |
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Wed, Nov 23, 2011 | No Class |
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16 |
Mon, Nov 28, 2011 |
Object Classification and Detection:
|
Slides (PDF) Marked Slides (PDF) Fei-Fei, Torralba & Fergus (Part-based models, 3D objects) Fergus et al (2006) Fei-Fei et al (2006) |
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17 |
Wed, Nov 30, 2011 |
Object Classification and Detection: a Part-based Discriminative Model (Latent SVM) |
PS4 Due | ||||
8 |
Fri, Dec 2, 2011 |
NO TA SECTION |
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18 |
Mon, Dec 5, 2011 |
Human Motion Recognition |
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19 |
Wed, Dec 7, 2011 |
Computer Vision: |
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Tue, Dec 13, 2011 |
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Thu, Dec 15, 2011 |
Course project presentation: Mandatory attendance for all non-SCPD students |