Multi-Camera Networks

CHAPTER 16 Statistical Pattern Recognition for Multi-Camera Detection, Tracking, and Trajectory Analysis

Simone Calderara, Rita Cucchiara, Roberto Vezzani

Dipartimento di Ingegneria dell’Informazione, University of Modena and Reggio Emilia, Modena, Italy

Andrea Prati

Dipartimento di Scienze e Metodi dell’Ingegneria, University of Modena and Reggio Emilia, Emilia, Italy

Abstract

This chapter will address most aspects of modern video surveillance with reference to research conducted at University of Modena and Reggio Emilia. In particular, four blocks of an almost standard surveillance framework will be analyzed: low-level foreground segmentation, single-camera person tracking, consistent labeling, and high-level behavior analysis. The foreground ...