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136
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JMLR
2010
195views more  JMLR 2010»
15 years 2 months ago
Online Learning for Matrix Factorization and Sparse Coding
Sparse coding—that is, modelling data vectors as sparse linear combinations of basis elements—is widely used in machine learning, neuroscience, signal processing, and statisti...
Julien Mairal, Francis Bach, Jean Ponce, Guillermo...
122
Voted
ICPR
2006
IEEE
16 years 4 months ago
ECOC-ONE: A Novel Coding and Decoding Strategy
Error correcting output codes (ECOC) represent a classification technique that allows a successful extension of binary classifiers to address the multiclass problem. In this paper...
Oriol Pujol, Sergio Escalera
141
Voted
IEEECIT
2006
IEEE
15 years 9 months ago
A Novel Implementation of JPEG 2000 Lossless Coding Based on LZMA
Faced with drawbacks of JPEG 2000 lossless coding in network application as far as manipulation flexibility is concerned, this paper proposes a differential approach of implementa...
Zongjie Tu, Shiyong Zhang
139
Voted
PERCOM
2006
ACM
15 years 3 months ago
Operating System Support for Dynamic Code Loading in Sensor Networks
Sensor network operating systems have to operate with limited hardware resources. Constraints on power consumption greatly reduce the resources available to such an operating syst...
Stefan Beyer, Robert Taylor, Ken Mayes
120
Voted
ICMCS
2006
IEEE
116views Multimedia» more  ICMCS 2006»
15 years 9 months ago
Multi-Rate, Dynamic and Compliant Region of Interest Coding for JPEG2000
A method is proposed to encode multiple regions of interest(ROI) in JPEG2000 image. It rearranges truncation point for every codeblock in each layer. It assigns higher bitrate to ...
Jun Hou, Xiangzhong Fang, Jiliang Li, Haibin Yin, ...