My research focuses on design, implementation, and development of various computer vision, machine learning, signal/image processing and sensor fusion techniques for designing an integrated smart ambient technologies for aging applications. A central theme to my research is the development of a smart ambient based activity detection and tracking system for falls detection/prediction in a cluttered environment with single/multiple occupants.