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  1. Journal of The Institution of Engineers (India): Series B
  2. Journal of The Institution of Engineers (India): Series B : Volume 97
  3. Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 4, December 2016
  4. A Neuro-Fuzzy based System for Classification of Natural Textures
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Journal of The Institution of Engineers (India): Series B : Volume 98
Journal of The Institution of Engineers (India): Series B : Volume 97
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 4, December 2016
A Hybrid Quorum Protocol for Improved Availability, Capacity, Load and Reduced Overhead
A Modified Time-Delay Addition Method to Extract Resistive Leakage Current of MOSA
A Neuro-Fuzzy based System for Classification of Natural Textures
Betweenness as a Tool of Vulnerability Analysis of Power System
Channel Efficiency with Security Enhancement for Remote Condition Monitoring of Multi Machine System Using Hybrid Huffman Coding
Design and Implementation of Takagi–Sugeno Fuzzy Logic Controller for Shunt Compensator
Differential Evolution with Gaussian Mutation for Economic Dispatch
ECG Signal Analysis and Arrhythmia Detection using Wavelet Transform
Genetic Algorithm based Decentralized PI Type Controller: Load Frequency Control
Hybrid-Thresholding based Image Super-Resolution Technique by the use of Triplet Half-Band Wavelets
Improved Particle Swarm Optimization for Global Optimization of Unimodal and Multimodal Functions
Measurement of Parasitic Inductances in the Bus-Bar Assembly of a High Power Voltage Source Converter
Modelling Nonlinear Dynamic Textures using Hybrid DWT–DCT and Kernel PCA with GPU
Optimal Stabilization of Social Welfare under Small Variation of Operating Condition with Bifurcation Analysis
Performance Improvement of Partially Shaded Photovoltaic Arrays under Moving Shadow Conditions through Shade Dispersion
Radiation Pattern of Chair Armed Microstrip Antenna
Switching Logic for Converting Off-grid PV Customers to On-grid by Utilizing Off-grid Inverter and Battery
Reverse Conversion Schemes for Signed-Digit Number Systems: A Survey
Wideband Patch Antenna for Land based Vehicles
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 3, September 2016
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 2, June 2016
Journal of The Institution of Engineers (India): Series B : Volume 97, Issue 1, March 2016
Journal of The Institution of Engineers (India): Series B : Volume 96
Journal of The Institution of Engineers (India): Series B : Volume 95
Journal of The Institution of Engineers (India): Series B : Volume 94
Journal of The Institution of Engineers (India): Series B : Volume 93

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A Neuro-Fuzzy based System for Classification of Natural Textures

Content Provider SpringerLink
Author Jiji, G. Wiselin
Copyright Year 2016
Abstract A statistical approach based on the coordinated clusters representation of images is used for classification and recognition of textured images. In this paper, two issues are being addressed; one is the extraction of texture features from the fuzzy texture spectrum in the chromatic and achromatic domains from each colour component histogram of natural texture images and the second issue is the concept of a fusion of multiple classifiers. The implementation of an advanced neuro-fuzzy learning scheme has been also adopted in this paper. The results of classification tests show the high performance of the proposed method that may have industrial application for texture classification, when compared with other works.
Starting Page 453
Ending Page 462
Page Count 10
File Format PDF
ISSN 22502106
Journal Journal of The Institution of Engineers (India): Series B
Volume Number 97
Issue Number 4
e-ISSN 22502114
Language English
Publisher Springer India
Publisher Date 2016-06-22
Publisher Place New Delhi
Access Restriction One Nation One Subscription (ONOS)
Subject Keyword Fuzzy texture spectrum Feature extraction Communications Engineering, Networks Neural network Fusion Texture Fuzzy systems
Content Type Text
Resource Type Article
Subject Computer Science Electrical and Electronic Engineering
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