PHYS 445 - Image Analysis & Pattern Recog

Description

Hours: Three hours lecture in the lab per week Prerequisite: PHYS/COMP/MATH 345 or consent of the instructor Description: The course addresses the issue of analyzing the pattern content within an image. Pattern recognition consists of image segmentation, feature extraction and classification. The principles and concepts underpinning pattern recognition, and the evolution, utility and limitations of various techniques (including neural networks) will be studied. Programming exercises will be used to implement examples and applications of pattern recognition processes, and their performance on a variety of diverse synthetic and real images will be studied.

Meeting Information

Info current as 12/20/2024
Days Times Room Meeting Dates Instructor
W  6:00 PM  -  8:50 PM  Sierra Hall 2422 1/21/2023 - 5/19/2023 William Barber

Status: Open
Class Number: 2093
Session: Regular Academic Session
Units: 3.00
Class Components: Lecture
Career: Undergraduate
Dates: 1/21/2023 - 5/19/2023
Grading: Letter Grade

Class Availability

Information below is 24 hours old.
Enrollment Total: 13
Available Seats: 11
Wait List Capacity: 0
Wait List Total: 0

Textbook / Other Materials

Status: Required
ISBN: 9781461453239
Title: Pattern Recognition and Classification
Publisher: Springer Nature
Author: Dougherty

Status: Required
ISBN: 9780521860857
Title: Digital Image Processing for Medical Applications
Publisher: CAMBRIDGE UNIV PRESS
Author: Dougherty

Status: Required
ISBN: 9781461453222
Title: Pattern Recognition & Classification: An Introduct
Publisher: Springer Nature
Author: Doughtery

Status: Required
ISBN: 9781461453239
Title: Pattern Recognition and Classification
Publisher: Springer Nature
Author: Dougherty

Status: Required
ISBN: 9781461453239
Title: Pattern Recognition and Classification
Publisher: Springer Nature
Author: Dougherty

Status: Required
ISBN: 9781461453239
Title: Pattern Recognition and Classification
Publisher: Springer Nature
Author: Dougherty

Status: Required
ISBN: 9781107713918
Title: Digital Image Processing for Medical Applications
Publisher: CAMBRIDGE UNIV PRESS
Author: Dougherty

More textbook information including prices

Enrollment Information

  • Upper Division
  • Includes any In Person Meeting

Notes

Prerequisite course required. Consult CSUCI Catalog
Cross-listed course