Hierarchical Chamfer Matching: A Parametric Edge Matching Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
CONDENSATION—Conditional Density Propagation forVisual Tracking
International Journal of Computer Vision
Active Contours: The Application of Techniques from Graphics,Vision,Control Theory and Statistics to Visual Tracking of Shapes in Motion
Probabilistic Tracking with Exemplars in a Metric Space
International Journal of Computer Vision - Marr Prize Special Issue
Contour Tracking by Stochastic Propagation of Conditional Density
ECCV '96 Proceedings of the 4th European Conference on Computer Vision-Volume I - Volume I
Pedestrian Detection from a Moving Vehicle
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Partitioned Sampling, Articulated Objects, and Interface-Quality Hand Tracking
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
Stochastic Tracking of 3D Human Figures Using 2D Image Motion
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
An Appearance-Based Framework for 3D Hand Shape Classification and Camera Viewpoint Estimation
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Wormholes in Shape Space: Tracking through Discontinuous Changes in Shape
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
A Mixed-State Condensation Tracker with Automatic Model-Switching
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Tracking Articulated Hand Motion with Eigen Dynamics Analysis
ICCV '03 Proceedings of the Ninth IEEE International Conference on Computer Vision - Volume 2
A Review on Vision-Based Full DOF Hand Motion Estimation
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Workshops - Volume 03
Virtual fashion show using real-time markerless motion capture
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
Human computing and machine understanding of human behavior: a survey
Proceedings of the 8th international conference on Multimodal interfaces
Real-time hand tracking using a mean shift embedded particle filter
Pattern Recognition
A Bayesian, Exemplar-Based Approach to Hierarchical Shape Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pose estimation and tracking using multivariate regression
Pattern Recognition Letters
Nearest neighbor search methods for handshape recognition
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
Hand Contour Tracking Using Condensation and Partitioned Sampling
Edutainment '08 Proceedings of the 3rd international conference on Technologies for E-Learning and Digital Entertainment
Fast finger tracking system for in-air typing interface
CHI '09 Extended Abstracts on Human Factors in Computing Systems
A Single Camera Motion Capture System for Human-Computer Interaction
IEICE - Transactions on Information and Systems
Real-time hand-tracking with a color glove
ACM SIGGRAPH 2009 papers
A local-motion-based probabilistic model for visual tracking
Pattern Recognition
Video synchronization from human motion using rank constraints
Computer Vision and Image Understanding
Action-specific motion prior for efficient Bayesian 3D human body tracking
Pattern Recognition
Real-Time Model-Based Hand Localization for Unsupervised Palmar Image Acquisition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Towards Communicative Face Occlusions: Machine Detection of Hand-over-Face Gestures
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Single-Frame 3D Human Pose Recovery from Multiple Views
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Sparse B-spline polynomial descriptors for human activity recognition
Image and Vision Computing
A new compositional technique for hand posture recognition
ICCOMP'09 Proceedings of the WSEAES 13th international conference on Computers
IEEE Transactions on Multimedia - Special issue on integration of context and content
HandPuppet3D: Motion capture and analysis for character animation
Artificial Intelligence Review
Propagation of Pixel Hypotheses for Multiple Objects Tracking
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part II
An incremental Bhattacharyya dissimilarity measure for particle filtering
Pattern Recognition
A compositional technique for hand posture recognition: new results
WSEAS TRANSACTIONS on COMMUNICATIONS
Model-based hand tracking by chamfer distance and adaptive color learning using particle filter
Journal on Image and Video Processing - Special issue on video-based modeling, analysis, and recognition of human motion
Hand posture estimation in complex backgrounds by considering mis-match of model
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Gradient-based hand tracking using silhouette data
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part I
Fast hand detection using posture invariant constraints
KI'09 Proceedings of the 32nd annual German conference on Advances in artificial intelligence
Relative Margin Support Tensor Machines for gait and action recognition
Proceedings of the ACM International Conference on Image and Video Retrieval
A database-based framework for gesture recognition
Personal and Ubiquitous Computing
Fuzzy clustering of human motor motion
Applied Soft Computing
Silhouette area based similarity measure for template matching in constant time
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
Model-based hand gesture tracking in ToF image sequences
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
Boosting chamfer matching by learning chamfer distance normalization
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Human computing and machine understanding of human behavior: a survey
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
Trajectory-based representation of human actions
ICMI'06/IJCAI'07 Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing
A two-stage dynamic model for visual tracking
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Hand detection and gesture recognition exploit motion times image in complicate scenarios
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
An incremental PCA-HOG descriptor for robust visual hand tracking
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part II
Identifying a critical threat to privacy through automatic image classification
Proceedings of the first ACM conference on Data and application security and privacy
A framework for hand-based interaction
Proceedings of the 13th International Conference on Humans and Computers
3D gestural interaction for stereoscopic visualization on mobile devices
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Segmentation-free, area-based articulated object tracking
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Image set-based hand shape recognition using camera selection driven by multi-class AdaBoosting
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
A real-time bimanual 3D interaction method based on bare-hand tracking
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A novel PRO-CAM based interactive display surface
IMMPD '11 Proceedings of the 2011 international ACM workshop on Interactive multimedia on mobile and portable devices
Multi-view 3D Human Pose Estimation in Complex Environment
International Journal of Computer Vision
Real-time viewpoint-invariant hand localization with cluttered backgrounds
Image and Vision Computing
A compact association of particle filtering and kernel based object tracking
Pattern Recognition
Research on hand language video retrieval
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II
3D hand tracking for human computer interaction
Image and Vision Computing
A brief review of vision based hand gesture recognition
CSECS'11/MECHANICS'11 Proceedings of the 10th WSEAS international conference on Circuits, Systems, Electronics, Control & Signal Processing, and Proceedings of the 7th WSEAS international conference on Applied and Theoretical Mechanics
Motion capture of hands in action using discriminative salient points
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Hand pose estimation by combining fingertip tracking and articulated ICP
Proceedings of the 11th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and its Applications in Industry
Experiencing real 3D gestural interaction with mobile devices
Pattern Recognition Letters
Non-parametric hand pose estimation with object context
Image and Vision Computing
Indexing billions of images for sketch-based retrieval
Proceedings of the 21st ACM international conference on Multimedia
Model-based hand pose estimation via spatial-temporal hand parsing and 3D fingertip localization
The Visual Computer: International Journal of Computer Graphics
A virtual touchscreen with depth recognition
AUIC '12 Proceedings of the Thirteenth Australasian User Interface Conference - Volume 126
Overall design and implementation of the virtual glove
Computers in Biology and Medicine
Robotics and Autonomous Systems
The Journal of Machine Learning Research
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This paper sets out a tracking framework, which is applied to the recovery of three-dimensional hand motion from an image sequence. The method handles the issues of initialization, tracking, and recovery in a unified way. In a single input image with no prior information of the hand pose, the algorithm is equivalent to a hierarchical detection scheme, where unlikely pose candidates are rapidly discarded. In image sequences, a dynamic model is used to guide the search and approximate the optimal filtering equations. A dynamic model is given by transition probabilities between regions in parameter space and is learned from training data obtained by capturing articulated motion. The algorithm is evaluated on a number of image sequences, which include hand motion with self-occlusion in front of a cluttered background.