Recognizing Facial Expressions in Image Sequences Using Local Parameterized Models of Image Motion
International Journal of Computer Vision
Robust Real-Time Periodic Motion Detection, Analysis, and Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Texture Mixing and Texture Movie Synthesis Using Statistical Learning
IEEE Transactions on Visualization and Computer Graphics
3-D model-based tracking of humans in action: a multi-view approach
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Finding Periodicity in Space and Time
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Probabilistic Object Recognition Using Multidimensional Receptive Field Histograms
ICPR '96 Proceedings of the 13th International Conference on Pattern Recognition - Volume 2
Classification of video events using 4-dimensional time-compressed motion features
Proceedings of the 6th ACM international conference on Image and video retrieval
Proceedings of the 6th ACM international conference on Image and video retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Video event detection using motion relativity and visual relatedness
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Hybrid Dynamical Models of Human Motion for the Recognition of Human Gaits
International Journal of Computer Vision
Human Action Recognition Using Optical Flow Accumulated Local Histograms
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Spatiotemporal saliency for video classification
Image Communication
Review: The use of pervasive sensing for behaviour profiling - a survey
Pervasive and Mobile Computing
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Visual event detection using orientation histograms with feature point trajectory information
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Human action recognition using boosted EigenActions
Image and Vision Computing
A survey on vision-based human action recognition
Image and Vision Computing
Histograms of optical flow for efficient representation of body motion
Pattern Recognition Letters
Tracklet descriptors for action modeling and video analysis
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Robust workflow recognition using holistic features and outlier-tolerant fused hidden Markov models
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I
Human behavior classification by analyzing periodic motions
Frontiers of Computer Science in China
Spatio-temporal optical flow statistics (STOFS) for activity classification
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Directionally-grouped CHLAC motion feature extraction and its application to sport motion analysis
NEHIPISIC'11 Proceeding of 10th WSEAS international conference on electronics, hardware, wireless and optical communications, and 10th WSEAS international conference on signal processing, robotics and automation, and 3rd WSEAS international conference on nanotechnology, and 2nd WSEAS international conference on Plasma-fusion-nuclear physics
A comprehensive study of visual event computing
Multimedia Tools and Applications
Selective spatio-temporal interest points
Computer Vision and Image Understanding
Motion recognition using local auto-correlation of space-time gradients
Pattern Recognition Letters
Human action recognition and localization in video at contextual level
ICDEM'10 Proceedings of the Second international conference on Data Engineering and Management
Kernelized temporal cut for online temporal segmentation and recognition
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Temporal segmentation and assignment of successive actions in a long-term video
Pattern Recognition Letters
Human action categorization using discriminative local spatio-temporal feature weighting
Intelligent Data Analysis
| Hi-index | 0.14 |
Real-world action recognition applications require the development of systems which are fast, can handle a large variety of actions without a priori knowledge of the type of actions, need a minimal number of parameters, and necessitate as short as possible learning stage. In this paper, we suggest such an approach. We regard dynamic activities as long-term temporal objects, which are characterized by spatio-temporal features at multiple temporal scales. Based on this, we design a simple statistical distance measure between video sequences which captures the similarities in their behavioral content. This measure is nonparametric and can thus handle a wide range of complex dynamic actions. Having a behavior-based distance measure between sequences, we use it for a variety of tasks, including: video indexing, temporal segmentation, and action-based video clustering. These tasks are performed without prior knowledge of the types of actions, their models, or their temporal extents.