Class Schedule (subject to change)
Date |
Topic |
Link |
Reading/Notes |
Aug 25 (Tues) |
Introduction |
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Basics of Working with Images |
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Aug 27 (Thurs) |
Pixels and image filters |
S3.2 (linear filtering) S3.3 (non-linear filtering) |
|
Sept 1 (Tues) |
Thinking in frequency |
S3.4 (fourier
transforms) S2.3.3 (compression) |
|
Sept 2 (Wed) 5pm, SC0216 |
Matlab Tutorial, Linear Algebra Tutorial |
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Sept 3 (Thurs) |
Templates and image pyramids |
S3.5.2 (image pyramids) S8.1.1 (pyramid alignment) Other reading: |
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Sept 8 (Tues) |
Light and color |
S2.2 (light), S2.3.2 (color) or Forsyth and Ponce Ch 3 |
|
Sept 10 (Thurs) |
Histograms and color adjustment |
S3.1 (histograms and color
adjustment) |
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Sept 14 (Mon) |
Project 1 (Hybrid images) due |
|
|
The Digital Canvas: Coloring, Blending, Cutting, Synthesizing,
and Warping Images |
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Sept 15 (Tues) |
Growing: Texture synthesis and hole
filling |
Texture
Synthesis – Efros Leung (1999) Image
Quilting – Efros Freeman (2001) |
|
Sept 17 (Thurs) |
Cutting: Intelligent Scissors and
Graph Cuts |
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Sept 22 (Tues) |
Pasting: Compositing and blending |
Poisson
Image Editing – Perez et al. (2003) Burt
and Adelson, A
multiresolution spline with application to image mosaics, ACM ToG (1983) |
|
Sept 24 (Thurs) |
Image warping (translation,
rotation, scale, etc.) |
S3.6 (warping) |
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Sept 28 (Mon) |
Project 2 (Image quilting) due |
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|
Sept 29 (Tues) |
Image morphing |
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Modeling the Physical World |
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Oct 1 (Thurs) |
The Pinhole Camera |
S2.1.5 (3D to 2D projection) |
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Oct 6 (Tues) |
Single-view Metrology |
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Oct 8 (Thurs) |
Single-view 3D Reconstruction |
Tour into the picture (Horry et al.
1997) |
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Oct 12 (Mon) |
Project 3 (Gradient domain fusion) due |
|
|
Oct 13 (Tues) |
Image-based Lighting: ray tracing,
environment maps, light probes |
Reading (do read this): |
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Oct 15 (Thurs) |
Image-based Lighting cont.: HDR
light probes, relighting |
Optional
Reading: Debevec & Malik, “Recovering
High Dynamic Range Radiance Maps from Photographs”, SIGGRAPH 1997 Debevec, Rendering Synthetic Objects in
Real Scenes, 1998 |
|
Oct 20 (Tues) |
The image as a virtual stage |
Rendering
Synthetic Objects (Karsch et al. 2011) |
|
Correspondence and Recognition |
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|
|
Oct 22 (Thurs) |
Matching and alignment with interest
points |
Grauman/Leibe Draft Chapter on
Local Features Optional: Lowe -
SIFT paper |
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Oct 26 (Mon) |
Project 4 (Image-based lighting) due |
|
|
Oct 27 (Tues) |
Automatic Photo Stitching and RANSAC |
Brown
Lowe 2007 ; S9
(stitching); slides
; |
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Oct 29 (Thurs) |
Object recognition, retrieval, and
augmented reality |
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Nov 3 (Tues) |
Opportunities of scale: texture
synthesis, multi-view reconstruction, im2gps, tiny images, etc. |
Reading: Hays & Efros, Scene Completion Using Millions of Photographs |
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|
More Topics of Interest |
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Nov 5 (Thurs) |
How the Kinect works |
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Nov 10 (Tues) |
Detecting fakes |
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Nov 11 (Wed) |
Project 5 (Video stitching) due |
|
|
Nov 12 (Thurs) |
Computational approaches to cameras |
Adelson
& Bergen, The
Plenoptic Function and the Elements of Early Vision
(1991) Ng
et al., Light
Field Photography with a Hand-held Plenoptic Camera (2005) Levin
et al., Image
and Depth with a Coded Aperture (2007) |
|
Nov 16 (Mon) |
Final Project Proposal due |
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Nov 17 (Tues) |
Exam Review |
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Nov 19 (Thurs) |
Exam,
normal class time/place |
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Nov 24, 26 |
NO CLASS - Thanksgiving Break! |
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Dec 1 (Tues) |
Understanding Faces |
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Dec 3 (Thurs) |
Video Magnification |
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Dec 8 (Tues) |
Last day – wrap up |
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Dec 14 (Mon) |
Final Project Poster Presentations (1:30-4:30), 1st
floor Siebel Center |
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