Parametric Hidden Markov Models for Gesture Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Real-Time Tracking of Moving Persons by Exploiting Spatio-Temporal Image Slices
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Panoramic video capturing and compressed domain virtual camera control
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Hidden Markov models for modeling and recognizing gesture under variation
Hidden Markov models
View-invariant Estimation of Height and Stride for Gait Recognition
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
Unsupervised Analysis of Human Gestures
PCM '01 Proceedings of the Second IEEE Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
The Acquisition and Use of Interaction Behavior Models
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Human action-recognition using mutual invariants
Computer Vision and Image Understanding
Action synopsis: pose selection and illustration
ACM SIGGRAPH 2005 Papers
Scaling and time warping in time series querying
VLDB '05 Proceedings of the 31st international conference on Very large data bases
View Invariance for Human Action Recognition
International Journal of Computer Vision
Motion Analysis of Articulated Objects from Monocular Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences
International Journal of Computer Vision
Form representions and means for landmarks: a survey and comparative study
Computer Vision and Image Understanding
ACST'06 Proceedings of the 2nd IASTED international conference on Advances in computer science and technology
Human-centered multimedia: representations and challenges
Proceedings of the 1st ACM international workshop on Human-centered multimedia
Recognition of Human Motion From Qualitative Normalised Templates
Journal of Intelligent and Robotic Systems
Gait recognition using image self-similarity
EURASIP Journal on Applied Signal Processing
Gesture spotting with body-worn inertial sensors to detect user activities
Pattern Recognition
Scaling and time warping in time series querying
The VLDB Journal — The International Journal on Very Large Data Bases
Activity representation using 3D shape models
Journal on Image and Video Processing - Anthropocentric Video Analysis: Tools and Applications
Gesture Recognition in Flow in the Context of Virtual Theater
IVA '08 Proceedings of the 8th international conference on Intelligent Virtual Agents
Gesture recognition in flow based on PCA and using multiagent system
Proceedings of the 2008 ACM symposium on Virtual reality software and technology
Real time trajectory based hand gesture recognition
WSEAS Transactions on Information Science and Applications
Gesture recognition in flow based on PCA analysis using multiagent system
ACE '08 Proceedings of the 2008 International Conference on Advances in Computer Entertainment Technology
Motion Primitives and Probabilistic Edit Distance for Action Recognition
Gesture-Based Human-Computer Interaction and Simulation
Descriptive temporal template features for visual motion recognition
Pattern Recognition Letters
Human motion recognition using support vector machines
Computer Vision and Image Understanding
Upper limb rehabilitation and evaluation of children using a humanoid robot
Proceedings of the 2nd Workshop on Child, Computer and Interaction
A neural approach to extract foreground from human movement images
Computer Methods and Programs in Biomedicine
Human action-recognition using mutual invariants
Computer Vision and Image Understanding
Representing cyclic human motion using functional analysis
Image and Vision Computing
Coupled Visual and Kinematic Manifold Models for Tracking
International Journal of Computer Vision
Human action recognition in table-top scenarios: an HMM-based analysis to optimize the performance
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Journal of Visual Communication and Image Representation
Inferring 3D body pose from silhouettes using activity manifold learning
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Human activity analysis: A review
ACM Computing Surveys (CSUR)
A survey of vision-based methods for action representation, segmentation and recognition
Computer Vision and Image Understanding
Approximate reasoning and finite state machines to the detection of actions in video sequences
International Journal of Approximate Reasoning
Trajectory based hand gesture recognition
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Real-time classification of dance gestures from skeleton animation
SCA '11 Proceedings of the 2011 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Recognition and segmentation of 3-d human action using HMM and multi-class adaboost
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Finding motion primitives in human body gestures
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
Action recognition using motion primitives and probabilistic edit distance
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Gesture recognition using quadratic curves
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
Recognition of gesture sequences in real-time flow, context of virtual theater
GW'09 Proceedings of the 8th international conference on Gesture in Embodied Communication and Human-Computer Interaction
3D human action recognition using spatio-temporal motion templates
ICCV'05 Proceedings of the 2005 international conference on Computer Vision in Human-Computer Interaction
Coupled Action Recognition and Pose Estimation from Multiple Views
International Journal of Computer Vision
Model-based recognition of human actions by trajectory matching in phase spaces
Image and Vision Computing
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
Exploring discriminative pose sub-patterns for effective action classification
Proceedings of the 21st ACM international conference on Multimedia
Detecting bipedal motion from correlated probabilistic trajectories
Pattern Recognition Letters
Quantifying upper-arm rehabilitation metrics for children through interaction with a humanoid Robot
Applied Bionics and Biomechanics - Human-Robot Interaction/Interface
| Hi-index | 0.00 |
A new method for representing and recognizing human body movements is presented. The basic idea is to identify sets of constraints that are diagnostic of a movement: expressed using body-centered coordinates such as joint angles and in force only during a particular movement. Assuming the availability of Cartesian tracking data, we develop techniques for a representation of movements defined by space curves in subspaces of a "phase space." The phase space has axes of joint angles and torso location and attitude, and the axes of the subspaces are subsets of the axes of the phase space. Using this representation we develop a system for learning new movements from ground truth data by searching for constraints. We then use the learned representation for recognizing movements in unsegmented data. We train and test the system on nine fundamental steps from classical ballet performed by two dancers; the system accurately recognizes the movements in the unsegmented stream of motion.