System-level power estimation and optimization
ISLPED '98 Proceedings of the 1998 international symposium on Low power electronics and design
Software controlled power management
CODES '99 Proceedings of the seventh international workshop on Hardware/software codesign
Dynamic power management for non-stationary service requests
DATE '99 Proceedings of the conference on Design, automation and test in Europe
Dynamic power management using adaptive learning tree
ICCAD '99 Proceedings of the 1999 IEEE/ACM international conference on Computer-aided design
Quantitative comparison of power management algorithms
DATE '00 Proceedings of the conference on Design, automation and test in Europe
Introduction to Reinforcement Learning
Introduction to Reinforcement Learning
Spoken Language Processing: A Guide to Theory, Algorithm, and System Development
Spoken Language Processing: A Guide to Theory, Algorithm, and System Development
HLDVT '01 Proceedings of the Sixth IEEE International High-Level Design Validation and Test Workshop (HLDVT'01)
Event-Driven Power Management of Portable Systems
Proceedings of the 12th international symposium on System synthesis
Proceedings of the conference on Design, automation and test in Europe
Dynamic Power Optimization of Interactive Systems
VLSID '04 Proceedings of the 17th International Conference on VLSI Design
Structure analysis of soccer video with domain knowledge and hidden Markov models
Pattern Recognition Letters - Video computing
Dynamic Power Optimization Targeting User Delays in Interactive Systems
IEEE Transactions on Mobile Computing
Automatic Pitch Type Recognition from Baseball Broadcast Videos
ISM '08 Proceedings of the 2008 Tenth IEEE International Symposium on Multimedia
IEEE Transactions on Multimedia - Special issue on integration of context and content
Bottom-up recognition and parsing of the human body
EMMCVPR'07 Proceedings of the 6th international conference on Energy minimization methods in computer vision and pattern recognition
Applications of support vector machines to speech recognition
IEEE Transactions on Signal Processing
Semantic analysis of soccer video using dynamic Bayesian network
IEEE Transactions on Multimedia
Video Annotation Based on Kernel Linear Neighborhood Propagation
IEEE Transactions on Multimedia
Sequence Multi-Labeling: A Unified Video Annotation Scheme With Spatial and Temporal Context
IEEE Transactions on Multimedia
Policy optimization for dynamic power management
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
An HMM-based framework for video semantic analysis
IEEE Transactions on Circuits and Systems for Video Technology
| Hi-index | 0.00 |
In this study, we present a video search and indexing system based on the state support vector (SVM) network, video graph, and reinforcement agent for recognizing and organizing video events. In order to enhance the recognition performance of the state SVM network, two innovative techniques are presented: state transition correction and transition quality estimation. The classification results are also merged into the video indexing graph, which facilitates the search speed. A reinforcement algorithm with an efficient scheduling scheme significantly reduces both the power consumption and time. The experimental results show the proposed state SVM network was able to achieve a precision rate as high as 83.83% and the query results of the indexing graph reached 80% accuracy. The experiments also demonstrate the performance and feasibility of our system.