W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Recognition of Visual Activities and Interactions by Stochastic Parsing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extraction and Clustering of Motion Trajectories in Video
ICPR '04 Proceedings of the Pattern Recognition, 17th International Conference on (ICPR'04) Volume 2 - Volume 02
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Clustering of time series data-a survey
Pattern Recognition
Discovering clusters in motion time-series data
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Learning semantic scene models from observing activity in visual surveillance
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Video event segmentation and visualisation in non-linear subspace
Pattern Recognition Letters
Exploiting temporal statistics for events analysis and understanding
Image and Vision Computing
Intelligent Decision Technologies
Bayesian Bio-inspired Model for Learning Interactive Trajectories
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
Proceedings of the 5th French-Speaking Conference on Mobility and Ubiquity Computing
A review of vision-based systems for soccer video analysis
Pattern Recognition
Non-parametric anomaly detection exploiting space-time features
Proceedings of the international conference on Multimedia
Dense spatio-temporal features for non-parametric anomaly detection and localization
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams
Automatic learning of background semantics in generic surveilled scenes
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
A macro-observation scheme for abnormal event detection in daily-life video sequences
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Goal-based trajectory analysis for unusual behaviour detection in intelligent surveillance
Image and Vision Computing
Augmenting video surveillance footage with virtual agents for incremental event evaluation
Pattern Recognition Letters
Clustering of trajectories in video surveillance using growing neural gas
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation - Volume Part I
Pre-emptive camera activation for video-surveillance HCI
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
Unsupervised discovery, modeling, and analysis of long term activities
ICVS'11 Proceedings of the 8th international conference on Computer vision systems
A suspicious behaviour detection using a context space model for smart surveillance systems
Computer Vision and Image Understanding
ASSIST: access controlled ship identification streams
Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
Multi-scale and real-time non-parametric approach for anomaly detection and localization
Computer Vision and Image Understanding
Annotated free-hand sketches for video retrieval using object semantics and motion
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
Abnormal event detection via multi-instance dictionary learning
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Traffic observation and situation assessment
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
On the use of a minimal path approach for target trajectory analysis
Pattern Recognition
Anomaly detection on ITS data via view association
Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description
Computer Vision and Image Understanding
Traffic event classification at intersections based on the severity of abnormality
Machine Vision and Applications
Online detection of abnormal events in video streams
Journal of Electrical and Computer Engineering
| Hi-index | 0.10 |
In this paper, we propose a trajectory clustering algorithm suited for video surveillance systems. Trajectories are clustered on-line, as the data are collected, and clusters are organized in a tree-like structure that, augmented with probability information, can be used to perform behaviour analysis, since it allows the identification of anomalous events.