DeepLumina: A Method Based on Deep Features and Luminance Information for Color Texture Classification. [PDF]
Simon AP, Uma BV.
europepmc +1 more source
T1K+: A Database for Benchmarking Color Texture Classification and Retrieval Methods. [PDF]
Cusano C, Napoletano P, Schettini R.
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Local Directional Difference and Relational Descriptor for Texture Classification
The local binary pattern (LBP) has been widely used for extracting texture features. However, the LBP and most of its variants tend to focus on pixel units within small neighborhoods, neglecting differences in direction and relationships among different ...
Weidan Yan, Yongsheng Dong
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Noise-Robust Local Ternary Pattern Center for Noisy Texture Classification
Local Binary Pattern (LBP) has been widely used for texture analysis in machine vision and image processing. However, most of these descriptors provide a high number of features that are sensitive to noise and rotation. In this paper, a version of LTP is
Farhan A. Alenizi +2 more
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EEG-based trial-by-trial texture classification during active touch. [PDF]
Eldeeb S +5 more
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Semi-supervised method for image texture classification of pituitary tumors via CycleGAN and optimized feature extraction. [PDF]
Zhu H, Fang Q, Huang Y, Xu K.
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Classification of color textures with random field models and neural networks
A number of texture classification approaches have been developed in the past but most of these studies target graylevel textures. In this work, novel results are presented on Neural Network based classification of color textures in a very large ...
Orlando J. Hernandez +4 more
doaj
Advanced deep learning framework for soil texture classification. [PDF]
Reddy NL, Gopinath MP.
europepmc +1 more source
Multi scale supervised entropy weighted binary pattern for texture classification. [PDF]
Xu X, Li B.
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