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Compressed Sensing for Face Recognition

Researcher: Vijayakumar Bhagavatula

Research Area: Mobility | Security of Cyber-Physical Systems

Abstract

Scope:  Develop and demonstrate compressed sensing for face recognition. When fully developed, these algorithms will allow us to achieve high-accuracy face recognition on platforms with computational and storage constraints, e.g., mobile phones, sensor nodes in a sensor network, etc.

Outcomes: New compressed sensing algorithms for face recognition; MATLAB software to investigate/demonstrate the new compressed algorithms; document algorithms and their performance on publicly available face databases; conference/journal submissions.