Visual surveillance in a dynamic and uncertain world
Artificial Intelligence - Special volume on computer vision
W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Bayesian Computer Vision System for Modeling Human Interactions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video Surveillance of Interactions
VS '99 Proceedings of the Second IEEE Workshop on Visual Surveillance
A Method for Obtaining Neural Network Training Sets in Video Sequences
VS '00 Proceedings of the Third IEEE International Workshop on Visual Surveillance (VS'2000)
Image Sequence Evaluation: 30 Years and Still Going Strong
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 1
Tracking Across Multiple Cameras With Disjoint Views
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
Automatic video interpretation: a novel algorithm for temporal scenario recognition
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
Detecting moving objects, ghosts, and shadows in video streams
IEEE Transactions on Pattern Analysis and Machine Intelligence
Formal specification of region-based model for semantic extraction in road traffic monitoring
AFRIGRAPH '06 Proceedings of the 4th international conference on Computer graphics, virtual reality, visualisation and interaction in Africa
Applying 3D human model in a posture recognition system
Pattern Recognition Letters
Applying 3D human model in a posture recognition system
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
Crowd Behavior Recognition for Video Surveillance
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Tackling high variability in video surveillance systems through a model transformation approach
MISE '09 Proceedings of the 2009 ICSE Workshop on Modeling in Software Engineering
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
A Flexible Surveillance System Architecture
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Multisensor Fusion for Monitoring Elderly Activities at Home
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Understanding transit scenes: a survey on human behavior-recognition algorithms
IEEE Transactions on Intelligent Transportation Systems
Online learning neural tracker
Neurocomputing
Probabilistic recognition of complex event
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
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We are interested in designing a reusable and robust activity monitoring platform. We propose three good properties that an activity monitoring platform should have to enable its reusability for different applications and to insure performance quality: (1) modularity and flexibility of the architecture, (2) separation between the algorithms and the a priori knowledge they use, and (3) automatic evaluation of algorithm results. We then propose a development methodology to fulfill the last two properties. The methodology consists in the interaction between end-users and developers during the whole development of a specific monitoring system. To validate our approach, we present a platform used to generate activity monitoring systems dedicated to specific applications, we also describe in details the technical validation and the end-user assessment of an automatic metro monitoring system built with the platform and briefly the validation results for bank agency monitoring and building access control.