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112
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ICMCS
2005
IEEE
83views Multimedia» more  ICMCS 2005»
15 years 7 months ago
Rotation invariant texture classification using Bamberger pyramids
We study the application of the Bamberger directional filter bank to the problem of rotation invariant texture classification. We explore the use of purely directional decomposi...
José-Gerardo Rosiles, Mark J. T. Smith, Rus...
ICPR
2000
IEEE
15 years 5 months ago
Texture Classification by Multi-Predicate Local Binary Pattern Operators
This paper benchmarks the simple Local Binary Pattern (LBP) approach in the supervised texture segmentation problems of the recent comparative study of Randen and Hus
Topi Mäenpää, Matti Pietikäine...
DAWAK
2008
Springer
15 years 3 months ago
Selective Pre-processing of Imbalanced Data for Improving Classification Performance
In this paper we discuss problems of constructing classifiers from imbalanced data. We describe a new approach to selective preprocessing of imbalanced data which combines local ov...
Jerzy Stefanowski, Szymon Wilk
89
Voted
CIVR
2006
Springer
125views Image Analysis» more  CIVR 2006»
15 years 5 months ago
Estimating the Physical Effort of Human Poses
This paper deals with the problem of estimating the effort required to maintain a static pose by human beings. The problem is important in developing effective pose classification ...
Yinpeng Chen, Hari Sundaram, Jodi James
JMLR
2010
143views more  JMLR 2010»
14 years 8 months ago
Rademacher Complexities and Bounding the Excess Risk in Active Learning
Sequential algorithms of active learning based on the estimation of the level sets of the empirical risk are discussed in the paper. Localized Rademacher complexities are used in ...
Vladimir Koltchinskii