CHAPTER Object Association Across Multiple Cameras Yaser Sheikh Robotics Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania Omar Javed Object Video, Reston, Virginia Mubarak Shah School of Electrical Engineering and Computer Science University of Central Florida, Orlando, Florida 17 Abstract Scene monitoring using a cooperative camera network is fast becoming the dominant paradigm in automated surveillance. In this chapter, we describe a frame-