Rutgers University CS Department CS 534 Computer Vision Spring 2024

Syllabus > Rutgers University CS Department CS 534 Computer Vision Spring 2024

Rutgers University CS 534 Instructor: Dr. Ahmed Elgammal -- email: elgammal (at) cs Regular class time: Monday 6:00-9:00 PM – (with 20 minutes break around 7:20pm.) Office hours: Tuesday 6-7pm (online via zoom) Class TA: Xinyue Fenf Class Web page: Canvas page Canvas web site for the class where the assignment, announcements, gra ...[Show More]

Rutgers University
CS 534
Instructor: Dr. Ahmed Elgammal -- email: elgammal (at) cs

Regular class time: Monday 6:00-9:00 PM – (with 20 minutes break around 7:20pm.)

Office hours: Tuesday 6-7pm (online via zoom)

Class TA: Xinyue Fenf

Class Web page: Canvas page

Canvas web site for the class where the assignment, announcements, grades, and other resources will be

posted.

Overview:

This is a basic graduate-level computer vision course that intends to cover a variety of fundamental

computer vision topics to get you acquainted with the field, as well as state-of-the-art methods.

Recommended Background:

Linear algebra and basic statistics.

The class doesn’t assume any prior knowledge of computer vision

Python programming

Pre-requisite: 198:520 or 198:530 or equivalent.

Textbooks

The class will be covered from different sources; these two textbooks contain most of the topic that will be

covered.

1- “Computer Vision Algorithms and Application”

By Richard Szeliski

2nd Edition 2022

https://szeliski.org/Book/

1st Edition 2010

https://szeliski.org/Book/1stEdition.htm

2- "Dive into Deep Learning" https://d2l.ai/

Other useful reading materials will be provided.

Other useful references:

§ G. Medioni, S.B. Kang “Emerging Topics in Computer Vision”, Prentice Hall

§ Y. Ma, S. Soatto, J. Koseca, S. S. Sastry “An Invitation to 3D Vision, From Images to Geometric

Models” Springer

§ L. Shapiro, G. C. Stockman “Computer Vision”, Prentice Hall.

§ O. Faugeras “Three-Dimensional Computer Vision: A Geometric View Point”, MIT press.

§ Horn “Robot Vision”, MIT press.

§ D. Marr “Vision”, Freeman 1982.

Course Load

§ Assignments: (50%) 3-4 Individual-student assignments, NOT equally weighted

§ Quizzes (30%) about 5-6 quizzes – Quizzes in class, NOT