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
Morphable Models for the Analysis and Synthesis of Complex Motion Patterns
International Journal of Computer Vision - special issue on learning and vision at the center for biological and computational learning, Massachusetts Institute of Technology
Motion capture assisted animation: texturing and synthesis
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Combinatorial Geometry for Shape Representation and Indexing
ECCV '96 Proceedings of the International Workshop on Object Representation in Computer Vision II
Recognizing and Tracking Human Action
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Flexible automatic motion blending with registration curves
Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation
Data Mining in Time Series Database
Data Mining in Time Series Database
Automated extraction and parameterization of motions in large data sets
ACM SIGGRAPH 2004 Papers
Exact indexing of dynamic time warping
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Indexing large human-motion databases
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Proceedings of the 2nd international conference on Image and video retrieval
CIVR'03 Proceedings of the 2nd international conference on Image and video retrieval
A unified approach to content-based and fault-tolerant music recognition
IEEE Transactions on Multimedia
IEEE Transactions on Circuits and Systems for Video Technology
Computational studies of human motion: part 1, tracking and motion synthesis
Foundations and Trends® in Computer Graphics and Vision
Efficient human motion retrieval in large databases
Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia
Motion templates for automatic classification and retrieval of motion capture data
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
Manifold Learning Based Cross-media Retrieval: A Solution to Media Object Complementary Nature
Journal of VLSI Signal Processing Systems
Database techniques with motion capture
ACM SIGGRAPH 2007 courses
Motion segmentation and retrieval for 3D video based on modified shape distribution
EURASIP Journal on Applied Signal Processing
Large data methods for multimedia
Proceedings of the 15th international conference on Multimedia
An Evolutionary Approach for Learning Motion Class Patterns
Proceedings of the 30th DAGM symposium on Pattern Recognition
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
3D Multimedia Data Search System Based on Stochastic ARG Matching Method
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
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
Performance-based control interface for character animation
ACM SIGGRAPH 2009 papers
Retrieval of motion capture data based on short-term feature extraction
SIGGRAPH '09: Posters
Efficient and robust annotation of motion capture data
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
Real-time prosody-driven synthesis of body language
ACM SIGGRAPH Asia 2009 papers
Ranking with local regression and global alignment for cross media retrieval
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Proceedings of the 2008 ACM SIGGRAPH/Eurographics Symposium on Computer Animation
Indexing and retrieval of human motion data by a hierarchical tree
Proceedings of the 16th ACM Symposium on Virtual Reality Software and Technology
Indexing 3-D human motion repositories for content-based retrieval
IEEE Transactions on Information Technology in Biomedicine - Special section on computational intelligence in medical systems
Blind robust watermarking of 3d motion data
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
A Quick Filtering for Similarity Queries in Motion Capture Databases
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A group of novel approaches and a toolkit for motion capture data reusing
Multimedia Tools and Applications
Motion retrieval based on temporal-spatial features by decision tree
ICDHM'07 Proceedings of the 1st international conference on Digital human modeling
Semantic quantization of 3D human motion capture data through spatial-temporal feature extraction
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Content based querying and searching for 3D human motions
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
Cross-media retrieval using query dependent search methods
Pattern Recognition
Movement recognition using body area networks
GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications
A software pipeline for 3D animation generation using mocap data and commercial shape models
Proceedings of the ACM International Conference on Image and Video Retrieval
Combining location and feature information for multimedia retrieval
International Journal of Computer Applications in Technology
Automatic key pose selection for 3D human action recognition
AMDO'10 Proceedings of the 6th international conference on Articulated motion and deformable objects
Clustering of human motions based on feature-level fusion of multiple body sensor data
Proceedings of the 1st ACM International Health Informatics Symposium
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
IEC-based motion retrieval system using Laban movement analysis
KES'10 Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part IV
Fast local and global similarity searches in large motion capture databases
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)
Responsive action generation by physically-based motion retrieval and adaptation
MIG'10 Proceedings of the Third international conference on Motion in games
Motion reconstruction using sparse accelerometer data
ACM Transactions on Graphics (TOG)
Real-time classification of dance gestures from skeleton animation
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
Movement classes from human motion data
Transactions on edutainment VI
3D human motion retrieval based on ISOMAP dimension reduction
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
A real-time database architecture for motion capture data
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Hierarchical indexing structure for 3d human motions
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Boosting cross-media retrieval by learning with positive and negative examples
MMM'07 Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II
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
An efficient keyframe extraction from motion capture data
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Human animation from 2d correspondence based on motion trend prediction
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Pattern Recognition Letters
Measuring multi-modality similarities via subspace learning for cross-media retrieval
PCM'06 Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing
Efficient motion search in large motion capture databases
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
Understanding multimedia document semantics for cross-media retrieval
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Feature-Based locomotion with inverse branch kinematics
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
Interaction Retrieval by Spacetime Proximity Graphs
Computer Graphics Forum
Analyzing and Visualizing Jump Performance Using Wireless Body Sensors
ACM Transactions on Embedded Computing Systems (TECS) - Special Section on CAPA'09, Special Section on WHS'09, and Special Section VCPSS' 09
Coupled Action Recognition and Pose Estimation from Multiple Views
International Journal of Computer Vision
Human motion recognition using a wireless sensor-based wearable system
Personal and Ubiquitous Computing
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
Retrieval and Visualization of Human Motion Data via Stick Figures
Computer Graphics Forum
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
Motion indexing of different emotional states using LMA components
SIGGRAPH Asia 2013 Technical Briefs
Pose-based human action recognition via sparse representation in dissimilarity space
Journal of Visual Communication and Image Representation
Hybrid motion graph for character motion synthesis
Journal of Visual Languages and Computing
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The reuse of human motion capture data to create new, realistic motions by applying morphing and blending techniques has become an important issue in computer animation. This requires the identification and extraction of logically related motions scattered within some data set. Such content-based retrieval of motion capture data, which is the topic of this paper, constitutes a difficult and time-consuming problem due to significant spatio-temporal variations between logically related motions. In our approach, we introduce various kinds of qualitative features describing geometric relations between specified body points of a pose and show how these features induce a time segmentation of motion capture data streams. By incorporating spatio-temporal invariance into the geometric features and adaptive segments, we are able to adopt efficient indexing methods allowing for flexible and efficient content-based retrieval and browsing in huge motion capture databases. Furthermore, we obtain an efficient preprocessing method substantially accelerating the cost-intensive classical dynamic time warping techniques for the time alignment of logically similar motion data streams. We present experimental results on a test data set of more than one million frames, corresponding to 180 minutes of motion. The linearity of our indexing algorithms guarantees the scalability of our results to much larger data sets.