Lectures

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Date Topics Lecture Slides Readings Projects
08/29 Image: Formation and Camera Geometry Slides[1]
08/31 Image: Camera Projection Slides[2] Sz 2.1.3, 2.1.4, 2.1.5, 2.1.6;

Pinhole Camera Model (wiki); Reference (tutorial)

09/05 Image: Convolution Slides[3] Sz 3.2.0, 3.2.1, 3.2.2, 3.3.2;

Kernel (wiki); Convolution process visualization (link)

09/07 Image: Edge Detection Slides[4] Sz 4.2.1, 4.2.2;

Canny Edge Detector (wiki);

Homework Releases
09/12 Edges: Canny Edge Detector Slides[5] Project 1 Releases
09/14 Tutorial: MATLAB, Python, Vectorization Slides[6-1]

Slides[6-2] Slides[6-3]

Tutorial Codes Matlab

Tutorial Codes Python

Homework Due
09/19 Image: Pyramids and Wavelets, Textures Slides[7] Project 1 Challenges Release
09/21 Image: Transformations Slides[8] Sz 2.1.2
09/26 Image: Warping Slides[9] Sz 2.1.1, MVG 1.1 Project 2 Releases

Project 1 Due

09/28 Image: Morphing and Triangulation
10/03 Image: Gradient Domain Blending Slides[10]
10/05 Fall Break - No Class
10/10 Image: Gradient Domain Blending
10/12 Image: Seam Carving Slides[11]
10/17 Image: Seam Carving Project 3 Releases
10/18 Project 2 Due
10/19 Image: Thin-Plate Splines (TPS) Slides[12] Principal Warps

Approximate Thin Plate Spline Mappings

10/24 Image: Feature Extraction, SIFT Slides[13]
10/26 Deep Learning: Image Registration by Steven Chen and Ty Nguyen Slides
10/31 Matching: RANSAC for Mosaicing Slides[14] Project 3 Part A Due
11/02 Image: Motion (Optical Flow) Slides[15] Project 3 Part B Due
11/07 Image: Motion (Optical Flow) Project 3 Due
11/09 Image: Texture Synthesis Project 4 Releases
11/11 Project 3 Part C Due
11/14 Image Recognition: Pictorial Structure and Deformable Part Models
11/16 Image Recognition: Convolutional Neural Networks
11/21 Image Recognition: Pictorial Structure and Deformable Part Models Slides[16]
11/23 Thanksgiving - No Class
11/25 Project 4 Part A Due
11/28 Midterm Review Slides[17]
11/30 In-class Midterm (Closed Book, Single Page of Cheat Sheet)
12/05 Image Recognition: Convolutional Neural Networks Slides[18]
12/07 Image Recognition: Convolutional Neural Networks Slides[19]
12/13 Project 4 Part B Due
12/18 (12p-4p) Final Project Presentation and Demonstration
12/20 Project 4 Part C Due