Time series: theory and methods
Time series: theory and methods
Numerical recipes in C: the art of scientific computing
Numerical recipes in C: the art of scientific computing
Discrete-time signal processing
Discrete-time signal processing
General filtered image rescaling
Graphics Gems III
International Journal of Computer Vision
Image sequence description using spatiotemporal flow curves: toward motion-based recognition
Image sequence description using spatiotemporal flow curves: toward motion-based recognition
Rigidity Checking of 3D Point Correspondences Under Perspective Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Detection and Recognition of Periodic, Nonrigid Motion
International Journal of Computer Vision
Extracting periodicity of a regular texture based on autocorrelation functions
Pattern Recognition Letters
Physica D
View-Invariant Analysis of Cyclic Motion
International Journal of Computer Vision
Comparing Images Using the Hausdorff Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamical system representation, generation, and recognition of basic oscillatory motion gestures
FG '96 Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96)
Real-time Human Motion Analysis by Image Skeletonization
WACV '98 Proceedings of the 4th IEEE Workshop on Applications of Computer Vision (WACV'98)
View-Based Detection and Analysis of Periodic Motion
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 1 - Volume 1
Finding Periodicity in Space and Time
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Motion-Based Recognition of Pedestrians
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Probabilistic Methods for Finding People
International Journal of Computer Vision
Gait Appearance for Recognition
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
View-invariant Estimation of Height and Stride for Gait Recognition
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
'Dynamism of a Dog on a Leash' or Behavior Classification by Eigen-Decomposition of Periodic Motions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Gait Sequence Analysis Using Frieze Patterns
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
Motion segmentation and pose recognition with motion history gradients
Machine Vision and Applications - Special issue: IEEE WACV
Hand Gesture Symmetric Behavior Detection and Analysis in Natural Conversation
ICMI '02 Proceedings of the 4th IEEE International Conference on Multimodal Interfaces
Hand motion gestural oscillations and multimodal discourse
Proceedings of the 5th international conference on Multimodal interfaces
Repetitive Motion Analysis: Segmentation and Event Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Computational Model for Periodic Pattern Perception Based on Frieze and Wallpaper Groups
IEEE Transactions on Pattern Analysis and Machine Intelligence
Independent motion detection directly from compressed surveillance video
IWVS '03 First ACM SIGMM international workshop on Video surveillance
Tracking Multiple Humans in Complex Situations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Periodic Motion Detection and Estimation via Space-Time Sampling
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Detecting Pedestrians Using Patterns of Motion and Appearance
International Journal of Computer Vision
Video Repairing under Variable Illumination Using Cyclic Motions
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Feature-based Approach for Dense Segmentation and Estimation of Large Disparity Motion
International Journal of Computer Vision
Hand Motion Gesture Frequency Properties and Multimodal Discourse Analysis
International Journal of Computer Vision
Statistical Analysis of Dynamic Actions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pedestrian Detection via Periodic Motion Analysis
International Journal of Computer Vision
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Tracking hand and finger movements for behaviour analysis
Pattern Recognition Letters
Tracking hand and finger movements for behaviour analysis
Pattern Recognition Letters - Special issue on vision for crime detection and prevention
Multi-cue Pedestrian Detection and Tracking from a Moving Vehicle
International Journal of Computer Vision
Efficient multi-viewpoint acquisition of 3D objects undergoing repetitive motions
Proceedings of the 2007 symposium on Interactive 3D graphics and games
Pedestrian detection by means of far-infrared stereo vision
Computer Vision and Image Understanding
Pedestrian detection and tracking in infrared imagery using shape and appearance
Computer Vision and Image Understanding
Extraction and Analysis of Multiple Periodic Motions in Video Sequences
IEEE Transactions on Pattern Analysis and Machine Intelligence
EURASIP Journal on Applied Signal Processing
Generic temporal segmentation of cyclic human motion
Pattern Recognition
Spatio-temporal background models for outdoor surveillance
EURASIP Journal on Applied Signal Processing
Gait recognition using image self-similarity
EURASIP Journal on Applied Signal Processing
A real-time model-based human motion tracking and analysis for human computer interface systems
EURASIP Journal on Applied Signal Processing
Extracting a diagnostic gait signature
Pattern Recognition
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
Extracting a diagnostic gait signature
Pattern Recognition
Signing Exact English (SEE): Modeling and recognition
Pattern Recognition
A differential geometric approach to representing the human actions
Computer Vision and Image Understanding
Computer Vision and Image Understanding
A pedestrian detection system using applied log-Gabor
SSIP'07 Proceedings of the 7th WSEAS International Conference on Signal, Speech and Image Processing
A holistic, in-compression approach to video segmentation for independent motion detection
EURASIP Journal on Advances in Signal Processing
Bilateral learning for color-based tracking
Image and Vision Computing
Automatic detection of abnormal gait
Image and Vision Computing
Automated detection of unusual events on stairs
Image and Vision Computing
Contour-motion feature (CMF): A space-time approach for robust pedestrian detection
Pattern Recognition Letters
People detection in low-resolution video with non-stationary background
Image and Vision Computing
Feature fusion for basic behavior unit segmentation from video sequences
Robotics and Autonomous Systems
Action Recognition Using a Bio-Inspired Feedforward Spiking Network
International Journal of Computer Vision
Autonomous Robots
Computing and evaluating view-normalized body part trajectories
Image and Vision Computing
Robust pedestrian detection and tracking in crowded scenes
Image and Vision Computing
Detection and compression of moving objects based on new panoramic image modeling
Image and Vision Computing
Automated visual surveillance in computer vision
AMTA'09 Proceedings of the 10th WSEAS international conference on Acoustics & music: theory & applications
Towards Real-Time Human Action Recognition
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
Digital Video Event Detector Framework for Surveillance Applications
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
Minimal-latency human action recognition using reliable-inference
Image and Vision Computing
A model for detecting and tracking humans using appearance, shape, and motion
EuroIMSA '08 Proceedings of the IASTED International Conference on Internet and Multimedia Systems and Applications
View-invariant analysis of periodic motion
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Behavior classification by eigendecomposition of periodic motions
Pattern Recognition
A survey on vision-based human action recognition
Image and Vision Computing
Moving vehicle tracking for the web camera
ICWE'03 Proceedings of the 2003 international conference on Web engineering
Model-based feature extraction for gait analysis and recognition
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Shape based people detection for visual surveillance systems
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Segmenting periodic reliefs on triangle meshes
Proceedings of the 12th IMA international conference on Mathematics of surfaces XII
Multi-posture human detection in video frames by motion contour matching
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Evaluating descriptors performances for object tracking on natural video data
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
Tool for creation realistic animation of human-like figures: TRAF
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Semi-latent Dirichlet allocation: a hierarchical model for human action recognition
Proceedings of the 2nd conference on Human motion: understanding, modeling, capture and animation
Appearance-based action recognition in the tensor framework
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Advances in view-invariant human motion analysis: a review
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Shape Similarity for 3D Video Sequences of People
International Journal of Computer Vision
3D Reconstruction of Periodic Motion from a Single View
International Journal of Computer Vision
MetroSurv: detecting events in subway stations
Multimedia Tools and Applications
Efficient human action and gait analysis using multiresolution motion energy histogram
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
Applications of a simple characterization of human gait in surveillance
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
IEEE Transactions on Image Processing
View and style-independent action manifolds for human activity recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Query-based retrieval of complex activities using "strings of motion-words"
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Action recognition based on human movement characteristics
WMVC'09 Proceedings of the 2009 international conference on Motion and video computing
Human behavior classification by analyzing periodic motions
Frontiers of Computer Science in China
Pedestrian validation in infrared images by means of active contours and neural networks
EURASIP Journal on Advances in Signal Processing - Special issue on advanced image processing for defense and security applications
Human activity recognition: a scheme using multiple cues
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
On automated model-based extraction and analysis of gait
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
3D tracking for gait characterization and recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
3-D hand trajectory recognition for signing exact English
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Toward active sensor placement for activity recognition
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
Object segmentation in videos from moving camera with MRFs on color and motion features
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
A corpus for benchmarking of people detection algorithms
Pattern Recognition Letters
Human action recognition using Pose-based discriminant embedding
Image Communication
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Estimation of multiple periodic motions from video
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
A novel approach on silhouette based human motion analysis for gait recognition
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Fast detection of frequent change in focus of human attention
WAPCV'04 Proceedings of the Second international conference on Attention and Performance in Computational Vision
Silhouette-Based method for object classification and human action recognition in video
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
Action recognition in broadcast tennis video using optical flow and support vector machine
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
Human action recognition in videos using hybrid motion features
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Structure from periodic motion
SCVMA'04 Proceedings of the First international conference on Spatial Coherence for Visual Motion Analysis
Reconstructing and analyzing periodic human motion from stationary monocular views
Computer Vision and Image Understanding
Unsupervised learning in body-area networks
Proceedings of the Fifth International Conference on Body Area Networks
On collaborative people detection and tracking in complex scenarios
Image and Vision Computing
Rapid pedestrian detection in unseen scenes
Neurocomputing
Collecting pedestrian trajectories
Neurocomputing
Person identification using full-body motion and anthropometric biometrics from kinect videos
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
International Journal of Computer Vision
Action segmentation in dance videos
PCM'12 Proceedings of the 13th Pacific-Rim conference on Advances in Multimedia Information Processing
Human action segmentation and classification based on the Isomap algorithm
Multimedia Tools and Applications
Patient's motion recognition based on SOM-decision tree
WASA'13 Proceedings of the 8th international conference on Wireless Algorithms, Systems, and Applications
Carried object detection and tracking using geometric shape models and spatio-temporal consistency
ICVS'13 Proceedings of the 9th international conference on Computer Vision Systems
Temporal segmentation and assignment of successive actions in a long-term video
Pattern Recognition Letters
Detecting bipedal motion from correlated probabilistic trajectories
Pattern Recognition Letters
| Hi-index | 0.14 |
We describe new techniques to detect and analyze periodic motion as seen from both a static and a moving camera. By tracking objects of interest, we compute an object's self-similarity as it evolves in time. For periodic motion, the self-similarity measure is also periodic and we apply Time-Frequency analysis to detect and characterize the periodic motion. The periodicity is also analyzed robustly using the 2D lattice structures inherent in similarity matrices. A real-time system has been implemented to track and classify objects using periodicity. Examples of object classification (people, running dogs, vehicles), person counting, and nonstationary periodicity are provided.