Title: Interactive Machine Learning for Image and Video Exploitation

Speaker: Reid B. Porter, Los Alamos National Laboratory

Date/Time: Tuesday, April 20, 2010, 1:30 pm        

Location: CSRI Building/Room 90 (Sandia NM)

Brief Abstract: To move from data to information in almost all science and defense applications requires a human-in-the-loop to validate information products, resolve inconsistencies, and account for incomplete and potentially deceptive sources of information. In this talk we describe an architecture for user-in-the-loop data exploitation, which we call interactive machine learning. We describe some new machine learning algorithms that we use as components in this architecture, and  describe recent applications in image and video processing at Los Alamos. In particular we describe tools we have developed for tracking and activity detection in wide-area motion imagery, as well as change detection and interactive anomaly detection in remote sensing imagery.

CSRI POC: Carl Diegert, 1412, 505-845-7193