Content-Based Video Indexing and Retrieval
IEEE MultiMedia
Motion recovery for video content classification
ACM Transactions on Information Systems (TOIS) - Special issue on video information retrieval
Key to effective video retrieval: effective cataloging and browsing
MULTIMEDIA '98 Proceedings of the sixth ACM international conference on Multimedia
Computer vision for computer interaction
ACM SIGGRAPH Computer Graphics
W4: Real-Time Surveillance of People and Their Activities
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Bayesian Computer Vision System for Modeling Human Interactions
IEEE Transactions on Pattern Analysis and Machine Intelligence
A survey of computer vision-based human motion capture
Computer Vision and Image Understanding - Modeling people toward vision-based underatanding of a person's shape, appearance, and movement
Motion texture: a two-level statistical model for character motion synthesis
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
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Automatic Video Database Indexing and Retrieval
Multimedia Tools and Applications
VisualGREP: A Systematic Method to Compare and RetrieveVideo Sequences
Multimedia Tools and Applications
Modeling and Retrieval of Moving Objects
Multimedia Tools and Applications
SSD '95 Proceedings of the 4th International Symposium on Advances in Spatial Databases
Multimedia Systems - Special section on video libraries
Clinical gait analysis by neural networks: issues and experiences
CBMS '97 Proceedings of the 10th IEEE Symposium on Computer-Based Medical Systems (CBMS '97)
Training for Physical Tasks in Virtual Environments: Tai Chi
VR '03 Proceedings of the IEEE Virtual Reality 2003
Model Based Extraction of Articulated Objects in Image Sequences for Gait Analysis
ICIP '97 Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 3 - Volume 3
Motion synthesis from annotations
ACM SIGGRAPH 2003 Papers
A probabilistic framework for semantic video indexing, filtering,and retrieval
IEEE Transactions on Multimedia
Models for motion-based video indexing and retrieval
IEEE Transactions on Image Processing
A fully automated content-based video search engine supporting spatiotemporal queries
IEEE Transactions on Circuits and Systems for Video Technology
NeTra-V: toward an object-based video representation
IEEE Transactions on Circuits and Systems for Video Technology
MPEG-7 visual motion descriptors
IEEE Transactions on Circuits and Systems for Video Technology
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
Perceptually consistent example-based human motion retrieval
Proceedings of the 2009 symposium on Interactive 3D graphics and games
Pose-timeline for propagating motion edits
Proceedings of the 2009 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
Motion Retrieval with Temporal-Spatial Features Based on Ensemble Learning
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
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
A euclidean-geodesic shape distribution for retrieval of time-varying mesh sequences
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
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
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
Clustering of human motions based on feature-level fusion of multiple body sensor data
Proceedings of the 1st ACM International Health Informatics Symposium
A real-time database architecture for motion capture data
MM '11 Proceedings of the 19th ACM international conference on Multimedia
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
Generalized Model-Based Human Motion Recognition with Body Partition Index Maps
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
Motion retrieval based on kinetic features in large motion database
Proceedings of the 14th ACM international conference on Multimodal interaction
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
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
A syntactic approach to robot imitation learning using probabilistic activity grammars
Robotics and Autonomous Systems
Frontiers of Computer Science: Selected Publications from Chinese Universities
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In this study, we propose a novel framework for constructing a content-based human motion retrieval system. Two major components, including indexing and matching, are discussed and their corresponding algorithms are presented. In indexing, we introduce an affine invariant posture feature and propose an index map structure based on the posture distribution of raw data. To avoid the curse of dimensionality, the high-dimension posture feature of the entire skeleton is decomposed into the direct sum of low-dimension segment-posture features of skeletal segments. In matching, the start and end frames of a query example are first indexed into index maps to find candidate clips from the given motion collection. Then the similarity between the query example and each candidate clip is computed through dynamic time warping. Some experimental examples are given to demonstrate the effectiveness and efficiency of proposed algorithms.