A Novel Local Human Visual Perceptual Texture Description with Key Feature Selection for Texture Classification

This paper proposes a novel local texture description method which defines six human visual perceptual characteristics and selects the minimal subset of relevant as well as nonredundant features based on principal component analysis (PCA). We assign six texture characteristics, which were originally...

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Bibliographic Details
Main Authors: Jianning Chi, Xiaosheng Yu, Yifei Zhang, Huan Wang
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2019/3756048

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