University of California, Berkeley

Electrical Engineering and Computer Sciences Department

Announcements | Readings | Lecture Notes | Resources | Homework | Course Handouts
 

EE290T, Spring 2013
Advanced Topics in Signal Processing:
3D image processing and Computer Vision

Tuesday, 9:00 am - 11:00 am
212 Cory Hall

Prerequisite:  Signals and Systems at the level of EE120, basic linear algebra.

Course Announcement

Academic Dishonesty Policy

Grading:
15 % class participation
20 % exercises and homework
65 % project: Proposals due by March 1st

Lecturer:
Professor Avideh Zakhor
507 Cory Hall
Phone: (510) 643-6777
avz@eecs

Office Hours:
Tuesday, 11:00 - 12:00 noon, 507 Cory Hall

Course Administrative Assistant:
Lea Barker
(510) 642-2384
leab@eecs


Texts:

(a) ″Computer Vision: Algorithms and Applications″ by Richard Szeliski; Springer; available online at: http://szeliski.org/Book/

(b) ″Multiple View Geometry in Computer Vision″ by Richard Hartley and Andrew Zisserman, second edition, Cambridge Press (Look up electronically at OskiCat)

(c) Recommended: ″Image Based Modeling″ by Long Quan, Springer

(d) Tutorial Notes by Marc Polleyfeys on ″Visual 3D modeling from images″    Webpage    PDF

(e) ″Computer Vision: Models, learning and inference″ by Simon Prince; available online at: http://www.computervisionmodels.com


Announcements:

  • Welcome to EE290T!


Readings

  • Chapter 2.1 of Rick Szeleski's book

  • ″The 3D Model Acquisition Pipeline,″ by Fausto Bernardini and Holly Rushmeier, Computer Graphics Forum V. 21, No. 2, pp149-172
    PDF

  • ″3D Challenges and a Non-In-Depth Overview of Recent Progress,″ by Luc Van Gool, Bastian Leibe, Pascal Muller, Maarten Vergauwen and Thibaut Weise, 3DIM 2007.
    PDF

  • ″A Flexible New Technique for Camera Calibration,″ by Zhengyou Zhang, IEEE Transactions on Pattern Analysis and Machine Intelligence, V. 22, No. 11, pp 1330-1334, 2000.
    PDF

  • ″Single View Metrology,″ by A. Criminisi, I. Reid, and A. Zisserman, International Journal of Computer Vision 40(2), 123-148, 2000.
    PDF

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Lectures:

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Resources:

Audio for the EE290T lectures, Fall 2009
Photofly
Point cloud library: open source library with code for processing point clouds
Open CV
Photo-synth from Microsoft
Bundler software from Noah Snavely
2011 CVPR proceedings (password protected)

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Homework:


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Handouts:

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 Last updated 1/22/13 by LB