1st Edition

Intelligent Video Surveillance Systems and Technology

Edited By Yunqian Ma, Gang Qian Copyright 2010
590 Pages 322 B/W Illustrations
by CRC Press

590 Pages
by CRC Press

From the streets of London to subway stations in New York City, hundreds of thousands of surveillance cameras ubiquitously collect hundreds of thousands of videos, often running 24/7. How can such vast volumes of video data be stored, analyzed, indexed, and searched? How can advanced video analysis and systems autonomously recognize people and detect targeted activities real-time? Collating... Read more

Background, Introdution and Foundation

Introduction

Fundamentals for Video Surveillance

Case Study: IBM Smart Surveillance System, R. Feris, A. Hampapur, Y. Zhai, R. Bobbitt, L. Brown, D. Vaquero, Y.-l. Tian, H. Liu, and M.-T. Sun

Detection and Tracking

Adaptive Background Modeling and Subtraction: A Density-based Approach with Multiple Features, B. Han and L.S. Davis

Pedestrian Detection and Tracking, B.Wu and R. Nevatia

Vehicle Tracking and Recognition, G. Fan, X. Fan, V. Venkataraman and J.P. Havlicek

Articulated Human Motion Tracking in Low-Dimensional Latent Spaces, G. Qian and F. Guo

Activity Recognition

Human Action Recognition, X. Xu and B. Li

Complex Activity Recognition, J. Muncaster and Y. Ma

Multi-level Human Interaction Recognition, S. Park and M.M. Trivedi

Camera Networks

Multi-Camera Calibration and Trajectory Fusion, N. Anjum and A. Cavallaro

Dynamic Camera Assignment and Handoff, B. Bhanu and Y. Li

Quality Based Multi-Sensor Fusion, L. Snidaro, I. Visentini, and G.L. Foresti

Systems and Applications

Attribute-Based People Search, D.A. Vaquero, R.S. Feris, L. Brown, A. Hampapur, and M. Turk

Soft Biometrics for Video Surveillance, Y. Fu, G. Guo, and T.S. Huang

Moving Platform System in Geo-coordinates, Q. Yu, Y. Lin and G. Medioni

Urban 3D Reconstruction, J.-M. Frahm and M. Pollefeys

Biography

Yunqian Ma is a Principal Scientist for Honeywell Labs. Gang Qian is a Professor of Electrical Engineering at Arizona State University.