Transcript CPE 432 Computer Design - 01 - Introduction and Technology

CPE542: Pattern Recognition
Course Introduction
Dr. Gheith Abandah
‫ غيث علي عبندة‬.‫د‬
Outline
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Course Information
Textbook and References
Course Outline
Grading
Policies
Important Dates
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Course Information
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Instructor:
Email:
Office:
Home page:
Facebook page:
Dr. Gheith Abandah
[email protected]
CPE 406
http://www.abandah.com/gheith
http://www.facebook.com/pages/Cpe542-PatternRecognition/114343765412692
• Prerequisites:
• Office hours
Operating Systems
– Sun 12-1
– Mon 11-12
– Thu 9-10
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Textbook and References
• Theodoridis S, Koutroumbas K (2006) Pattern
recognition, 3rd edn. Academic Press.
• References:
– Pattern Classification (2nd ed.) by Richard O. Duda, Peter E.
Hart and David G. Stork, Wiley Interscience, 2001.
• Course slides at:
http://www.abandah.com/gheith/?page_id=726
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Course Outline
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Introduction
Bayes Classifiers
Linear Classifiers
Non Linear Classifiers
Midterm Exam
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Feature Selection
Feature Generation
Template Matching
Context Dependent Classification
System Evaluation
Clustering Algorithms
Final Exam
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Grading
• Midterm Exam
• Term Project
30%
20%
– To enable the students to get hands-on experience in the design,
implementation and evaluation of pattern recognition algorithms.
– Teams: 2-3 students
– Solve a practical pattern recognition problem of your choice.
– Use Matlab or a general programming language.
– Good projects involve using multiple classifiers and evaluating their
performance in solving the problem. And should use preprocessing
and feature extraction and selection.
• Final Exam
50%
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Policies
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Attendance is required
All submitted work must be yours
Cheating will not be tolerated
Open-book exams
Follow the facebook page (Like it)
Check department announcements at:
http://www.facebook.com/pages/ComputerEngineering-Department/369639656466107
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Important Dates
Mon 4 Feb 2013
Mar 17 – Apr 4, 2013
Classes Begin
Midterm Exam Period
Mon 18 Mar 2013
Term project proposal is due
Mon 6 May 2013
Term project report is due and start
of simulation project
demonstrations
Mon 13 May 2013
Last Lecture
May 18 – May 26, 2013 Final Exam Period
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