A review of recent texture segmentation and feature extraction techniques
CVGIP: Image Understanding
Filtering methods for texture discrimination
Pattern Recognition Letters
Markov Random Field Models for Unsupervised Segmentation of Textured Color Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Color Texture Classification Using Wavelet Transform
ICCIMA '05 Proceedings of the Sixth International Conference on Computational Intelligence and Multimedia Applications
Color texture analysis using the wavelet-based hidden Markov model
Pattern Recognition Letters
Wavelet-based statistical signal processing using hidden Markovmodels
IEEE Transactions on Signal Processing
Computer-aided tumor detection in endoscopic video using color wavelet features
IEEE Transactions on Information Technology in Biomedicine
Entropy-based algorithms for best basis selection
IEEE Transactions on Information Theory - Part 2
Self-learning fuzzy controllers based on temporal backpropagation
IEEE Transactions on Neural Networks
Expert Systems with Applications: An International Journal
An adaptive neuro-fuzzy inference system (ANFIS) model for wire-EDM
Expert Systems with Applications: An International Journal
Multi-class support vector machine for classification of the ultrasonic images of supraspinatus
Expert Systems with Applications: An International Journal
Hybrid intelligent scenario generator for business strategic planning by using ANFIS
Expert Systems with Applications: An International Journal
A novel dual wing harmonium model aided by 2-D wavelet transform subbands for document data mining
Expert Systems with Applications: An International Journal
Texture classification using combined image decomposition methods
Machine Graphics & Vision International Journal
Expert Systems with Applications: An International Journal
Modelling for tensile strength of friction welded aluminium pipes by ANFIS
International Journal of Intelligent Engineering Informatics
ANN and ANFIS models for performance evaluation of a vertical ground source heat pump system
Expert Systems with Applications: An International Journal
Wavelet domain association rules for efficient texture classification
Applied Soft Computing
Construction of a neuron-fuzzy classification model based on feature-extraction approach
Expert Systems with Applications: An International Journal
Texture recognition by generalized probabilistic decision-based neural networks
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Color texture image segmentation based on neutrosophic set and wavelet transformation
Computer Vision and Image Understanding
Expert Systems with Applications: An International Journal
Performance evaluation of a copper omega type Coriolis mass flow sensor with an aid of ANFIS tool
Expert Systems with Applications: An International Journal
Measuring the weight of egg with image processing and ANFIS model
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Pattern classification of dermoscopy images: A perceptually uniform model
Pattern Recognition
Application of adaptive network based fuzzy inference system method in economic welfare
Knowledge-Based Systems
| Hi-index | 12.07 |
The wavelet domain features have been intensively used for texture classification and texture segmentation with encouraging results. More of the proposed multi resolution texture analysis methods are quite successful, but all the applications of the texture analysis so far are limited to gray scale images. This paper investigates the usage of Wavelet transform (WT) and Adaptive neuro-fuzzy inference system (ANFIS) for color texture classification problem. The proposed scheme composed of a wavelet domain feature extractor and an ANFIS classifier. Both entropy and energy features are used on wavelet domain. Different color spaces are considered in the experimental studies. The performed experimental studies show the effectiveness of the wavelet transform and ANFIS structure for color texture classification problem. The overall success rate is over 96%.