CSC420H1: Introduction to Image Understanding

Hours

24L/12P

Introduction to basic concepts in computer vision. Extraction of image features at multiple scales. Robust estimation of model parameters. Multiview geometry and reconstruction. Image motion estimation and tracking. Object recognition. Topics in scene understanding as time permits.

Prerequisite
CSC263H1/ CSC265H1/ ECE345H1/ ECE358H1/ MIE335H1; ( MAT135H1, MAT136H1)/ MAT137Y1/ MAT157Y1/ (MAT186H1, MAT187H1)/ ( MAT194H1, MAT195H1)/ (ESC194H1, ESC195H1); MAT223H1/ MAT240H1/ MAT185H1/ MAT188H1
Recommended Preparation
CSC320H1
Exclusion
CSC420H5. NOTE: Students not enrolled in the Computer Science Major or Specialist program at A&S, UTM, or UTSC, or the Data Science Specialist at A&S, are limited to a maximum of 1.5 credits in 300-/400-level CSC/ECE courses.
Distribution Requirements
Science
Breadth Requirements
The Physical and Mathematical Universes (5)
Mode of Delivery
In Class