This book is a continuation of our previous volumes on Innovations in Defence Support Systems. This book includes a sample of recent advances in intelligent monitoring. The contributions include: * Data fusion in modern surveillance * Distributed intelligent surveillance systems modeling for performance evaluation * Incremental learning on trajectory clustering * Pedestrian speed profiles from video sequence * System-wide tracking of individuals * A scalable approach based on normality components for intelligent surveillance * Distributed camera overlap estimation * Multi-robot team...