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ICDM
2003
IEEE
153views Data Mining» more  ICDM 2003»
14 years 4 months ago
Dimensionality Reduction Using Kernel Pooled Local Discriminant Information
We study the use of kernel subspace methods for learning low-dimensional representations for classification. We propose a kernel pooled local discriminant subspace method and com...
Peng Zhang, Jing Peng, Carlotta Domeniconi
IWBRS
2005
Springer
156views Biometrics» more  IWBRS 2005»
14 years 4 months ago
Texture Features in Facial Image Analysis
Abstract. While features used for texture analysis have been successfully used in some biometric applications, only quite few works have considered them in facial image analysis. T...
Matti Pietikäinen, Abdenour Hadid
ICCV
2003
IEEE
15 years 23 days ago
Learning a Locality Preserving Subspace for Visual Recognition
Previous works have demonstrated that the face recognition performance can be improved significantly in low dimensional linear subspaces. Conventionally, principal component analy...
Xiaofei He, Shuicheng Yan, Yuxiao Hu, HongJiang Zh...
ICASSP
2008
IEEE
14 years 5 months ago
A study of using locality preserving projections for feature extraction in speech recognition
This paper presents a new approach to feature analysis in automatic speech recognition (ASR) based on locality preserving projections (LPP). LPP is a manifold based dimensionality...
Yun Tang, Richard Rose
IROS
2006
IEEE
142views Robotics» more  IROS 2006»
14 years 4 months ago
Integrated Grasp Planning and Visual Object Localization For a Humanoid Robot with Five-Fingered Hands
— In this paper we present a framework for grasp planning with a humanoid robot arm and a five-fingered hand. The aim is to provide the humanoid robot with the ability of grasp...
Antonio Morales, Tamim Asfour, Pedram Azad, Steffe...