ECE 781 - Pattern Recognition

Studies feature extraction and classification concepts: analysis of decision surfaces, discriminant functions, potential functions, deterministic methods, automatic training of classifiers, analysis of training algorithms and classifier performance, statistical classification including optimality and design of optimal decision rules, clustering and non-supervised learning, feature selection and dimensionality reduction. Assignments include programming and analytical problem sets and a final computer project. (Y)

Prerequisites & Notes
Prerequisite: ECE 611 or equivalent.

Credits: 3