CS 745 - Multimedia Data Analysis and Mining

(3.00 cr.)

Prerequisite: CS 737 , ST 710 . Explores the analysis of images, video, and audio for identification and extraction of meaningful information from large databases. Students apply techniques from areas such as image processing, pattern recognition, machine learning, and computer vision to the large datasets produced in applications including medical imaging, robotic vision, remote satellite sensing, and surveillance. Students learn to transform, compress, segment, track, and classify structured multimedia data.