ECE 673 - Pattern Recognition

Institution:

University of Massachusetts-Dartmouth

Subject:

Electrical and Computer Engineering

Description:

3 hours lecture Prerequisites: ECE 521 An introduction to the theory and applications of pattern recognition. Topics include descriptions of patterns, problem formulation, linear and nonlinear classification theories, representation of patterns, feature selection, supervised and unsupervised training, nonparametric methods in pattern recognition, cluster and mode-seeking techniques, recursive algorithms using stochastic approximation, sequential pattern recognition, design of computer recognition experiments, linguistic approach to pattern recognition.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.umassd.edu

Phone Number:

(508) 999-8000

Regional Accreditation:

New England Association of Schools and Colleges

Calendar System:

Semester

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