F3-F A System Theoretic Approach to Robust Detection of Potential Threats from Video
View 2010 Progress ReportAbstract:The goal of this research is a substantial enhancement of the ability to conduct autonomous, video based, persistent intelligent surveillance, reconnaissance and threat assessment in highly uncertain, adversarial scenarios such as urban environments. The main idea is the use of operator theoretic and convex analysis methods to recast several key sub-problems arising in this context � tracking, dynamic appearance, and activity recognition �into a finite dimensional convex optimization that can be efficiently solved.
Faculty and Staff Currently Involved in Project:
Octavia Camps
Professor
Northeastern UniversityMario Sznaier
Professor
Northeastern UniversityGilead Tadmor
Professor
Northeastern University
Students Currently Involved in Project:
Necmiye Ozay, PhD
Northeastern UniversityCansu Gonulalan, MSEE
Northeastern UniversityMustafa Ayazoglu, PhD
Northeastern UniversityBing Long Lee, PhD
Northeastern University