A translation approach to portable ontology specifications
Knowledge Acquisition - Special issue: Current issues in knowledge modeling
Automatic routing and retrieval using Smart: TREC-2
TREC-2 Proceedings of the second conference on Text retrieval conference
Formal ontology, conceptual analysis and knowledge representation
International Journal of Human-Computer Studies - Special issue: the role of formal ontology in the information technology
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
A Weighted Distance Approach to Relevance Feedback
ICPR '00 Proceedings of the International Conference on Pattern Recognition - Volume 4
An introduction to variable and feature selection
The Journal of Machine Learning Research
Efficient content-based retrieval of motion capture data
ACM SIGGRAPH 2005 Papers
The SMART Retrieval System—Experiments in Automatic Document Processing
The SMART Retrieval System—Experiments in Automatic Document Processing
Semantic Web: Concepts, Technologies and Applications (NASA Monographs in Systems and Software Engineering)
Motion templates for automatic classification and retrieval of motion capture data
Proceedings of the 2006 ACM SIGGRAPH/Eurographics symposium on Computer animation
On the reliability of information retrieval metrics based on graded relevance
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Simulating competitive interactions using singly captured motions
Proceedings of the 2007 ACM symposium on Virtual reality software and technology
Motion Retrieval Based on Energy Morphing
ISM '07 Proceedings of the Ninth IEEE International Symposium on Multimedia
Emulating human perception of motion similarity
Computer Animation and Virtual Worlds - CASA'2008 Special Issue
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
A Novel Video Searching Model Based on Ontology Inference and Multimodal Information Fusion
ISCSCT '08 Proceedings of the 2008 International Symposium on Computer Science and Computational Technology - Volume 02
Proceedings of the 18th ACM conference on Information and knowledge management
Ranking the NTCIR systems based on multigrade relevance
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Retrieving and exploring ontology-based human motion sequences
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
| Hi-index | 0.10 |
A system that can retrieve logically relevant 3D captured motions is useful in game and animation production. We presented a robust logical relevance metric based on the relative distances among the joints. Existing methods select a universal subset of features for all kinds of queries which may not well characterize the variations in different queries. To break through this limitation we proposed an Adaptive Feature Selection (AFS) method that abstracts the characteristics of the query by a Linear Regression Model, and different feature subsets can be selected according to the properties of the specific query. With a Graded Relevance Feedback (GRF) algorithm, we refined the feature subset that enhances the retrieval performance according to the graded relevance of the feedback samples. With an ontology that predefines the logical relevance between motion classes in terms of graded relevance, the performance of the proposed AFS-GRF algorithm is evaluated and shown to outperform other class-specific feature selection and motion retrieval methods.