Fast subsequence matching in time-series databases
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Fourier principles for emotion-based human figure animation
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Locally adaptive dimensionality reduction for indexing large time series databases
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
ACM Computing Surveys (CSUR)
Motion capture-driven simulations that hit and react
Proceedings of the 2002 ACM SIGGRAPH/Eurographics symposium on Computer animation
On-line locomotion generation based on motion blending
Proceedings of the 2002 ACM SIGGRAPH/Eurographics symposium on Computer animation
Image Databases: Search and Retrieval of Digital Imagery
Image Databases: Search and Retrieval of Digital Imagery
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Interactive motion generation from examples
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Interactive control of avatars animated with human motion data
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Articulated body deformation from range scan data
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
ACM Transactions on Graphics (TOG)
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
Interpolation Synthesis of Articulated Figure Motion
IEEE Computer Graphics and Applications
Verbs and Adverbs: Multidimensional Motion Interpolation
IEEE Computer Graphics and Applications
Efficient Similarity Search In Sequence Databases
FODO '93 Proceedings of the 4th International Conference on Foundations of Data Organization and Algorithms
Flexible automatic motion blending with registration curves
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
An evaluation of a cost metric for selecting transitions between motion segments
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
Efficient Time Series Matching by Wavelets
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Rhythmic-motion synthesis based on motion-beat analysis
ACM SIGGRAPH 2003 Papers
Motion synthesis from annotations
ACM SIGGRAPH 2003 Papers
Indexing multi-dimensional time-series with support for multiple distance measures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
3D motion retrieval with motion index tree
Computer Vision and Image Understanding - Special isssue on video retrieval and summarization
Style-based inverse kinematics
ACM SIGGRAPH 2004 Papers
Style-based inverse kinematics
ACM SIGGRAPH 2004 Papers
Evaluating motion graphs for character navigation
SCA '04 Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation
Motion map: image-based retrieval and segmentation of motion data
SCA '04 Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation
Handsignals Recognition From Video Using 3D Motion Capture Data
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Action synopsis: pose selection and illustration
ACM SIGGRAPH 2005 Papers
Efficient content-based retrieval of motion capture data
ACM SIGGRAPH 2005 Papers
Performance animation from low-dimensional control signals
ACM SIGGRAPH 2005 Papers
Geostatistical motion interpolation
ACM SIGGRAPH 2005 Papers
Learning physics-based motion style with nonlinear inverse optimization
ACM SIGGRAPH 2005 Papers
Style translation for human motion
ACM SIGGRAPH 2005 Papers
A data-driven approach to quantifying natural human motion
ACM SIGGRAPH 2005 Papers
An efficient search algorithm for motion data using weighted PCA
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Spatial keyframing for performance-driven animation
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Analyzing the physical correctness of interpolated human motion
Proceedings of the 2005 ACM SIGGRAPH/Eurographics symposium on Computer animation
Trajectory synthesis by hierarchical spatio-temporal correspondence: comparison of different methods
APGV '05 Proceedings of the 2nd symposium on Applied perception in graphics and visualization
Controllable real-time locomotion using mobility maps
GI '05 Proceedings of Graphics Interface 2005
Computing inverse kinematics with linear programming
Proceedings of the ACM symposium on Virtual reality software and technology
Human motion estimation from a reduced marker set
I3D '06 Proceedings of the 2006 symposium on Interactive 3D graphics and games
Knowing when to put your foot down
I3D '06 Proceedings of the 2006 symposium on Interactive 3D graphics and games
Precomputing avatar behavior from human motion data
Graphical Models - Special issue on SCA 2004
Motion patches: building blocks for virtual environments annotated with motion data
ACM SIGGRAPH 2006 Papers
GI '06 Proceedings of Graphics Interface 2006
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Using nonlinear dimensionality reduction in 3D figure animation
Proceedings of the 43rd annual Southeast regional conference - Volume 2
Efficient human motion retrieval in large databases
Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia
Validating retargeted and interpolated locomotions by dynamics-based analysis
Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia
Dynamo: dynamic, data-driven character control with adjustable balance
Proceedings of the 2006 ACM SIGGRAPH symposium on Videogames
Spatial keyframing for performance-driven animation
ACM SIGGRAPH 2006 Courses
Motion templates for automatic classification and retrieval of motion capture data
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
Interactive animation of dynamic manipulation
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
Fat graphs: constructing an interactive character with continuous controls
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
Automatic splicing for hand and body animations
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
Tracking human motion and actions for interactive robots
Proceedings of the ACM/IEEE international conference on Human-robot interaction
Proceedings of the 2007 symposium on Interactive 3D graphics and games
Quick transitions with cached multi-way blends
Proceedings of the 2007 symposium on Interactive 3D graphics and games
Data-Driven Grasp Synthesis Using Shape Matching and Task-Based Pruning
IEEE Transactions on Visualization and Computer Graphics
Motion cues for illustration of skeletal motion capture data
Proceedings of the 5th international symposium on Non-photorealistic animation and rendering
Active learning for real-time motion controllers
ACM SIGGRAPH 2007 papers
Constraint-based motion optimization using a statistical dynamic model
ACM SIGGRAPH 2007 papers
Construction and optimal search of interpolated motion graphs
ACM SIGGRAPH 2007 papers
Spatial keyframing for performance-driven animation
ACM SIGGRAPH 2007 courses
Database techniques with motion capture
ACM SIGGRAPH 2007 courses
Simulating competitive interactions using singly captured motions
Proceedings of the 2007 ACM symposium on Virtual reality software and technology
Finding repetitive patterns in 3D human motion captured data
Proceedings of the 2nd international conference on Ubiquitous information management and communication
Real-time motion retargeting to highly varied user-created morphologies
ACM SIGGRAPH 2008 papers
Toward accurate dynamic time warping in linear time and space
Intelligent Data Analysis
Autonomous object manipulation for virtual humans
ACM SIGGRAPH 2008 classes
Manipulation planning for virtual humans: summary of representative papers
ACM SIGGRAPH 2008 classes
An Evolutionary Approach for Learning Motion Class Patterns
Proceedings of the 30th DAGM symposium on Pattern Recognition
Automatic Subspace Synthesis of Motion Styles Based on Isomap
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
An efficient algorithm for keyframe-based motion retrieval in the presence of temporal deformations
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Generalizing motion edits with Gaussian processes
ACM Transactions on Graphics (TOG)
Flexible registration of human motion data with parameterized motion models
Proceedings of the 2009 symposium on Interactive 3D graphics and games
Perceptually consistent example-based human motion retrieval
Proceedings of the 2009 symposium on Interactive 3D graphics and games
Motion Belts: Visualization of Human Motion Data on a Timeline
IEICE - Transactions on Information and Systems
Synchronized multi-character motion editing
ACM SIGGRAPH 2009 papers
Efficient and robust annotation of motion capture data
Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Interactive synthesis of human-object interaction
Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Interactive editing of motion style using drives and correlations
Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Pose-timeline for propagating motion edits
Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Motion Synthesis Using Style-Editable Inverse Kinematics
IVA '09 Proceedings of the 9th International Conference on Intelligent Virtual Agents
ACM SIGGRAPH Asia 2009 papers
Real-time planning for parameterized human motion
Proceedings of the 2008 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Proceedings of the 2008 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Interactive generation of human animation with deformable motion models
ACM Transactions on Graphics (TOG)
Temporal segmentation of 3-D video by histogram-based feature vectors
IEEE Transactions on Circuits and Systems for Video Technology
Indexing and retrieval of human motion data by a hierarchical tree
Proceedings of the 16th ACM Symposium on Virtual Reality Software and Technology
Synthesis and editing of personalized stylistic human motion
Proceedings of the 2010 ACM SIGGRAPH symposium on Interactive 3D Graphics and Games
A group of novel approaches and a toolkit for motion capture data reusing
Multimedia Tools and Applications
Space-time curve analogies for motion editing
GMP'08 Proceedings of the 5th international conference on Advances in geometric modeling and processing
Comparing and evaluating real time character engines for virtual environments
Presence: Teleoperators and Virtual Environments
A script engine for realistic human motion generation
International Journal of Computer Applications in Technology
Modeling Behavior Cycles as a Value System for Developmental Robots
Adaptive Behavior - Animals, Animats, Software Agents, Robots, Adaptive Systems
ACM SIGGRAPH Asia 2010 papers
Automatic key pose selection for 3D human action recognition
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
A generic approach to design and querying of multi-purpose human motion database
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
An efficient approach for human motion data mining based on curves matching
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part I
Interactive motion modeling and parameterization by direct demonstration
IVA'10 Proceedings of the 10th international conference on Intelligent virtual agents
Fast local and global similarity searches in large motion capture databases
Proceedings of the 2010 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Editing dynamic human motions via momentum and force
Proceedings of the 2010 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Modeling style and variation in human motion
Proceedings of the 2010 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Knowledge discovery from 3D human motion streams through semantic dimensional reduction
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Motion rings for interactive gait synthesis
I3D '11 Symposium on Interactive 3D Graphics and Games
Realtime human motion control with a small number of inertial sensors
I3D '11 Symposium on Interactive 3D Graphics and Games
Motion parameterization with inverse blending
MIG'10 Proceedings of the Third international conference on Motion in games
Human motion modeling and simulation
ROCOM'06 Proceedings of the 6th WSEAS international conference on Robotics, control and manufacturing technology
A hybrid interpolation scheme for footprint-driven walking synthesis
Proceedings of Graphics Interface 2011
Human motion reconstruction from force sensors
SCA '11 Proceedings of the 2011 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
A puppet interface for retrieval of motion capture data
SCA '11 Proceedings of the 2011 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Two Distributed-State Models For Generating High-Dimensional Time Series
The Journal of Machine Learning Research
Movement classes from human motion data
Transactions on edutainment VI
A real-time database architecture for motion capture data
MM '11 Proceedings of the 19th ACM international conference on Multimedia
A neural classifier for anomaly detection in magnetic motion capture
ICEC'06 Proceedings of the 5th international conference on Entertainment Computing
Content-Based human motion retrieval with automatic transition
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Adding hand motion to the motion capture based character animation
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
Efficient motion search in large motion capture databases
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
An example-based motion synthesis technique for locomotion and object manipulation
I3D '12 Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games
4D parametric motion graphs for interactive animation
I3D '12 Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games
Building a character animation system
MIG'11 Proceedings of the 4th international conference on Motion in Games
Parametric control of captured mesh sequences for real-time animation
MIG'11 Proceedings of the 4th international conference on Motion in Games
A comparison and evaluation of motion indexing techniques
MIG'11 Proceedings of the 4th international conference on Motion in Games
An information retrieval system for motion capture data
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
An efficient algorithm for content-based human motion retrieval
Edutainment'06 Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment
Parametric animation of performance-captured mesh sequences
Computer Animation and Virtual Worlds
Generalized Model-Based Human Motion Recognition with Body Partition Index Maps
Computer Graphics Forum
Interactive buildup of animation sequences with captured motion data
Computer Animation and Virtual Worlds
Interaction Retrieval by Spacetime Proximity Graphs
Computer Graphics Forum
Coupled Action Recognition and Pose Estimation from Multiple Views
International Journal of Computer Vision
Motion graphs++: a compact generative model for semantic motion analysis and synthesis
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Terrain runner: control, parameterization, composition, and planning for highly dynamic motions
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Motion retrieval based on kinetic features in large motion database
Proceedings of the 14th ACM international conference on Multimodal interaction
Human motion retrieval using topic model
Computer Animation and Virtual Worlds
Immersive interfaces for building parameterized motion databases
IVA'12 Proceedings of the 12th international conference on Intelligent Virtual Agents
Quaternion space sparse decomposition for motion compression and retrieval
EUROSCA'12 Proceedings of the 11th ACM SIGGRAPH / Eurographics conference on Computer Animation
Quaternion space sparse decomposition for motion compression and retrieval
Proceedings of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Efficient motion retrieval in large motion databases
Proceedings of the ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games
Text-Like motion representation for human motion retrieval
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Interactive partner control in close interactions for real-time applications
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Motion indexing of different emotional states using LMA components
SIGGRAPH Asia 2013 Technical Briefs
Reconstructing whole-body motions with wrist trajectories
Graphical Models
Pose-based human action recognition via sparse representation in dissimilarity space
Journal of Visual Communication and Image Representation
Online gesture recognition from pose kernel learning and decision forests
Pattern Recognition Letters
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Large motion data sets often contain many variants of the same kind of motion, but without appropriate tools it is difficult to fully exploit this fact. This paper provides automated methods for identifying logically similar motions in a data set and using them to build a continuous and intuitively parameterized space of motions. To find logically similar motions that are numerically dissimilar, our search method employs a novel distance metric to find "close" motions and then uses them as intermediaries to find more distant motions. Search queries are answered at interactive speeds through a precomputation that compactly represents all possibly similar motion segments. Once a set of related motions has been extracted, we automatically register them and apply blending techniques to create a continuous space of motions. Given a function that defines relevant motion parameters, we present a method for extracting motions from this space that accurately possess new parameters requested by the user. Our algorithm extends previous work by explicitly constraining blend weights to reasonable values and having a run-time cost that is nearly independent of the number of example motions. We present experimental results on a test data set of 37,000 frames, or about ten minutes of motion sampled at 60 Hz.