Comutations underlying the measuremnt of visual motion.
Artificial Intelligence
A region based approach for human body motion analysis
Pattern Recognition
A Maximum Likelihood Framework for Determining Moving Edges
IEEE Transactions on Pattern Analysis and Machine Intelligence
The theory and practice of Bayesian image labeling
International Journal of Computer Vision
On the Detection of Motion and the Computation of Optical Flow
IEEE Transactions on Pattern Analysis and Machine Intelligence
An optimal linear operator for step edge detection
CVGIP: Graphical Models and Image Processing
Towards model-based recognition of human movements in image sequences
CVGIP: Image Understanding
Detection and Recognition of Periodic, Nonrigid Motion
International Journal of Computer Vision
The visual analysis of human movement: a survey
Computer Vision and Image Understanding
Human motion analysis: a review
Computer Vision and Image Understanding
Multimodal Estimation of Discontinuous Optical Flow using Markov Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
Human Body Tracking by Monocular Vision
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume II - Volume II
CAIP '95 Proceedings of the 6th International Conference on Computer Analysis of Images and Patterns
Model-based estimation of 3D human motion with occlusion based on active multi-viewpoint selection
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Recognition of human body motion using phase space constraints
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Tracking of articulated structures exploiting spatio-temporal image slices
ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 3 - Volume 3
Human Posture Recognition Using Multi-Scale Morphological Method and Kalman Motion Estimation
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
Multiple-View-Based Tracking of Multiple Humans
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
Tracking and Object Classification for Automated Surveillance
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Video retrieval using spatio-temporal descriptors
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Parametric tracking of legs by exploiting intelligent edge
Journal of Computer Science and Technology - Special issue on computer graphics and computer-aided design
A survey of advances in vision-based human motion capture and analysis
Computer Vision and Image Understanding - Special issue on modeling people: Vision-based understanding of a person's shape, appearance, movement, and behaviour
A Framework for Model-Based Tracking Experiments in Image Sequences
International Journal of Computer Vision
Automated Visual Surveillance in Realistic Scenarios
IEEE MultiMedia
A real-time model-based human motion tracking and analysis for human computer interface systems
EURASIP Journal on Applied Signal Processing
Bilateral learning for color-based tracking
Image and Vision Computing
Facial expression recognition - A real time approach
Expert Systems with Applications: An International Journal
State-of-the-art on spatio-temporal information-based video retrieval
Pattern Recognition
Detection and compression of moving objects based on new panoramic image modeling
Image and Vision Computing
A probabilistic methodology for predicting injuries to human operators in automated production lines
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Real-time monitoring of water quality using temporal trajectory of live fish
Expert Systems with Applications: An International Journal
Multiple vehicle tracking in surveillance videos
CLEAR'06 Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships
Vs-star: A visual interpretation system for visual surveillance
Pattern Recognition Letters
Video event detection as matching of spatiotemporal projection
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Parametric tracking of human contour by exploiting intelligent edge
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
From optical flow to tracking objects on movie videos
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part I
| Hi-index | 0.15 |
This paper addresses the problem of analyzing human motion in an image sequence. This is of particular importance for video-surveillance applications. We have developed an original and efficient approach to track the apparent contours of a moving articulated structure, avoiding the use of 3D models. This method exploits spatio-temporal $XT$-slices from the image sequence volume $XYT$, where typical trajectory patterns can be associated with articulated motion such as human walking. We reconstruct these trajectories online by introducing an appropriate predictive model while correctly handling occlusion periods. This paradigm can lead to a simple trajectory recognition scheme. Experiments with real-world images depicting human walk or gesture are reported, and obtained results validate the proposed approach.