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» Texture Feature Extraction and Classification
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122
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BMCBI
2008
170views more  BMCBI 2008»
15 years 2 months ago
A genetic approach for building different alphabets for peptide and protein classification
Background: In this paper, it is proposed an optimization approach for producing reduced alphabets for peptide classification, using a Genetic Algorithm. The classification task i...
Loris Nanni, Alessandra Lumini
131
Voted
VLSISP
2002
139views more  VLSISP 2002»
15 years 2 months ago
A Modified Minimum Classification Error (MCE) Training Algorithm for Dimensionality Reduction
Dimensionality reduction is an important problem in pattern recognition. There is a tendency of using more and more features to improve the performance of classifiers. However, not...
Xuechuan Wang, Kuldip K. Paliwal
145
Voted
ACIVS
2005
Springer
15 years 8 months ago
Gender Classification in Human Gait Using Support Vector Machine
We describe an automated system that classifies gender by utilising a set of human gait data. The gender classification system consists of three stages: i) detection and extraction...
Jang-Hee Yoo, Doosung Hwang, Mark S. Nixon
97
Voted
CVPR
2007
IEEE
16 years 4 months ago
Facial Expression Biometrics Using Tracker Displacement Features
In this paper we investigate a possibility of using the face expression information for person biometrics. The idea of this research is that person's emotional face expressio...
Sergey Tulyakov, Thomas E. Slowe, Zhi Zhang, Venu ...
103
Voted
ICIP
2004
IEEE
16 years 4 months ago
Symmetry feature in content-based image retrieval
In this paper, we first apply the theory of wallpaper groups to natural images and extract a novel feature to depict the symmetry property of natural images. The original proposed...
Jingrui He, Mingjing Li, HongJiang Zhang, Changshu...