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JMLR
2006
131views more  JMLR 2006»
15 years 6 months ago
Incremental Support Vector Learning: Analysis, Implementation and Applications
Incremental Support Vector Machines (SVM) are instrumental in practical applications of online learning. This work focuses on the design and analysis of efficient incremental SVM ...
Pavel Laskov, Christian Gehl, Stefan Krüger, ...
ICASSP
2011
IEEE
14 years 10 months ago
A novel vector quantization-based video summarization method using independent component analysis mixture model
In this paper, we present a new independent component analysis mixture vector quantization (ICAMVQ) method to summarize the video content. In particular, independent component ana...
Junfeng Jiang, Xiao-Ping Zhang
ISBI
2007
IEEE
16 years 25 days ago
Shape Analysis Using Curvature-Based Descriptors and Profile Hidden Markov Models
This paper presents a new framework for shape modeling and analysis. A shape instance is described by a curvature-based shape descriptor. A Profile Hidden Markov Model (PHMM) is ...
Rui Huang, Vladimir Pavlovic, Dimitris N. Metaxas
ISCAS
2007
IEEE
75views Hardware» more  ISCAS 2007»
16 years 25 days ago
State-Space Analysis of Power Complementary Analog Filters
Abstract— This paper presents a new analysis of power complementary analog filters using the state-space representation. Our analysis is based on the bounded-real Riccati equati...
Shunsuke Koshita, Masahide Abe, Masayuki Kawamata
DATE
2005
IEEE
169views Hardware» more  DATE 2005»
16 years 5 days ago
Context-Aware Scheduling Analysis of Distributed Systems with Tree-Shaped Task-Dependencies
In this paper we present a new technique which exploits timing-correlation between tasks for scheduling analysis in multiprocessor and distributed systems with tree-shaped task-de...
Rafik Henia, Rolf Ernst