Applied Mathematics
Seminar
University of Texas at Arlington - Department of Mathematics
Proudly Presents
Dr. Jianguo Liu
Professor and Math Undergraduate Advisor
Department of Mathematics
University of North Texas
Friday, January 29, 2016
2:00 p.m.
311 Pickard Hall
“Data Classification, Feature Extraction, and an
Application in Bleeding Detection in Endoscopy Images”
Abstract:
Data classification is a major problem in machine learning. Given a new observation, one
needs to determine to which of a set of classes it belongs. In the classification process,
feature selection and/or feature extraction are vital to the performance. We use an
application in bleeding detection in endoscopy images to illustrate how all of the aspects
come into play. A highly effective feature extraction scheme is introduced.
Refreshments before the talk and socializing following the talk
http://www.uta.edu/math/seminars/