Object Detection and Tracking in Distributed Surveillance Systems Using Multiple Cameras

In the last decade video-surveillance systems have been developed for guarding remote environments in order to detect and prevent dangerous situations. Until few years ago, surveillance was performed entirely by human operators, who interpreted the visual information presented to them on one or more monitors. Sometimes, their work conditions resulted in failing to raise the generation of alarms in case of dangerous situations.

[1]  Carlo S. Regazzoni,et al.  A Bayesian Network for Automatic Visual Crowding Estimation in Underground Stations , 1996 .

[2]  Carlo S. Regazzoni,et al.  Integration of multisensor data for overcrowding estimation , 1992, [Proceedings] 1992 IEEE International Conference on Systems, Man, and Cybernetics.

[3]  Robert M. Haralick,et al.  Context dependent edge detection and evaluation , 1990, Pattern Recognit..

[4]  Branka Vucetic,et al.  Spread spectrum CDMA systems for wireless communications , 1997 .

[5]  Carlo S. Regazzoni,et al.  Advanced Video-Based Surveillance Systems , 1998 .

[6]  Robert M. Haralick,et al.  A methodology for quantitative performance evaluation of detection algorithms , 1995, IEEE Transactions on Image Processing.

[7]  Roger Y. Tsai,et al.  A versatile camera calibration technique for high-accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses , 1987, IEEE J. Robotics Autom..

[8]  J M Boone,et al.  Neural networks in radiology: an introduction and evaluation in a signal detection task. , 1990, Medical physics.

[9]  Ramin Zabih,et al.  Bayesian multi-camera surveillance , 1999, Proceedings. 1999 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (Cat. No PR00149).

[10]  Carlo S. Regazzoni,et al.  Distributed data fusion for real-time crowding estimation , 1996, Signal Process..

[11]  Franco Oberti,et al.  Change detection methods for automatic scene analysis by using mobile surveillance cameras , 2000, Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).

[12]  David Malah,et al.  A study of edge detection algorithms , 1982, Comput. Graph. Image Process..

[13]  Manel Frigola,et al.  A multitracking system for trajectory analysis of people in a restricted area , 1994 .

[14]  David C. Hogg,et al.  Learning Flexible Models from Image Sequences , 1994, ECCV.

[15]  Kaveh Pahlavan,et al.  Wireless Information Networks , 1995 .

[16]  Carlo S. Regazzoni,et al.  A change-detection method for multiple object localization in real scenes , 1994, Proceedings of IECON'94 - 20th Annual Conference of IEEE Industrial Electronics.

[17]  Franco Oberti,et al.  Performance Evaluation Criterion for Characterizing Video-Surveillance Systems , 2001, Real Time Imaging.

[18]  Pramod K. Varshney Multisensor data fusion , 1997 .

[19]  R. Y. Tsai,et al.  An Efficient and Accurate Camera Calibration Technique for 3D Machine Vision , 1986, CVPR 1986.

[20]  Kaveh Pahlavan,et al.  Wireless data communications , 1994, Proc. IEEE.

[21]  John F. Haddon,et al.  Image Segmentation by Unifying Region and Boundary Information , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[22]  Jean-Marc Blosseville,et al.  Image Processing for Traffic Management , 1999 .

[23]  Gianni Vernazza,et al.  Automatic generation of the statistical model of a non-rigid object in a multiple-camera environment , 2000, Proceedings 15th International Conference on Pattern Recognition. ICPR-2000.

[24]  Carlo S. Regazzoni,et al.  Content-based retrieval and real time detection from video sequences acquired by surveillance systems , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[25]  Paolo Remagnino,et al.  An Agent Society for Scene Interpretation , 2000 .

[26]  Kevin W. Bowyer,et al.  Generating ROC curves for artificial neural networks , 1997 .

[27]  Larry S. Davis,et al.  Single camera multiplexing for multi-target tracking , 1999, Proceedings 10th International Conference on Image Analysis and Processing.

[28]  Didier Demigny,et al.  A Discrete Expression of Canny's Criteria for Step Edge Detector Performances Evaluation , 1997, IEEE Trans. Pattern Anal. Mach. Intell..

[29]  Monique Thonnat,et al.  The PASSWORDS Project [intelligent video image analysis system] , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[30]  Carlo S. Regazzoni,et al.  Adaptive change detection approach for object detection in outdoor scenes under variable speed illumination changes1 , 2000, 2000 10th European Signal Processing Conference.

[31]  Carlo S. Regazzoni,et al.  Remote cable-based video surveillance applications: the AVS-RIO project , 1999, Proceedings 10th International Conference on Image Analysis and Processing.