Rotation and scale invariant texture classification

2003 ◽  
Author(s):  
F.S. Cohen ◽  
Z. Fan
Keyword(s):  
Texture Classification ◽  
Scale Invariant

Wavelets-Based Feature Extraction for Texture Classification

2010 ◽  
Vol 97-101 ◽  
pp. 1273-1276 ◽  
Author(s):  
Gang Yu ◽  
Ying Zi Lin ◽  
Sagar Kamarthi
Keyword(s):  
Feature Extraction ◽  
Extraction Method ◽  
Energy Content ◽  
Texture Classification ◽  
Wavelet Coefficient ◽  
Discrimination Performance ◽  
Extraction Methods ◽  
Rotation Invariant ◽  
Scale Invariant ◽  
Feature Extraction Method

Texture classification is a necessary task in a wider variety of application areas such as manufacturing, textiles, and medicine. In this paper, we propose a novel wavelet-based feature extraction method for robust, scale invariant and rotation invariant texture classification. The method divides the 2-D wavelet coefficient matrices into 2-D clusters and then computes features from the energies inherent in these clusters. The features that contain the information effective for classifying texture images are computed from the energy content of the clusters, and these feature vectors are input to a neural network for texture classification. The results show that the discrimination performance obtained with the proposed cluster-based feature extraction method is superior to that obtained using conventional feature extraction methods, and robust to the rotation and scale invariant texture classification.

Texture classification with combined rotation and scale invariant wavelet features

2005 ◽  
Vol 38 (10) ◽  
pp. 1495-1506 ◽  
Author(s):  
K. Muneeswaran ◽  
L. Ganesan ◽  
S. Arumugam ◽  
K. Ruba Soundar
Keyword(s):  
Texture Classification ◽  
Scale Invariant ◽  
Wavelet Features

Texture Classification Using Rotation- and Scale-Invariant Gabor Texture Features

2013 ◽  
Vol 20 (6) ◽  
pp. 607-610 ◽  
Author(s):  
F. Riaz ◽  
A. Hassan ◽  
S. Rehman ◽  
U. Qamar
Keyword(s):  
Texture Classification ◽  
Texture Features ◽  
Scale Invariant

Scaled CCR Histogram for Scale-Invariant Texture Classification

2018 ◽  
pp. 277-286
Author(s):  
Juan L. Alonso-Cuevas ◽  
Raul E. Sanchez-Yanez ◽  
Evguenii V. Kurmyshev
Keyword(s):  
Texture Classification ◽  
Scale Invariant
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