International Journal of Engineering Research in Electronics and Communication Engineering (IJERECE)

Monthly Journal for Electronics and Communication Engineering

Volume4,March 2017,

Topic : Hybrid Image Classification using ACO with Fuzzy Logic for Textured and Non-Textured Images

Authors:Subba Rao K || Dr. Sambasivarao N , Dr. Sammulal P

Abstract:Classification is the process of arranging the pixels into groups, called clusters that have some common characteristics. In this paper a Hybrid, and yet powerful classification method is proposed, which can be used to classify the textured and nontextured images. Traditional classification methods such as statistical classifiers, knowledge-based systems, and neural networks have number of limitations in classifying the images because of strict assumptions, particularly in the presence of the coarse pixels. The Ant Colony Optimization (ACO) is used to generate classification rules from the training set. Due to feedback property of the ACO, it considers all the changes into account in constructing the rules. These rules are then used in the process of classifying test set of the image. An entropy based fuzzy partitioning along with ACO is used to generate rules. ACO enables to construct simple rules to obtain better performance..

Keywords: Ant Colony Optimization (ACO), Swarm Intelligence (SI), Classification, Textured and Non-Textured Images, Fuzzy Partitioning.

Download Paper


DOI: 01.1617/vol4iss3pid033


Related Articles

Design and Implementation of nRF Based Smart Home System Using IoT

Authors: J.Krishna Chaithanya || Dr. T. Ramashri

Doi : 01.1617/vol4iss3pid024

Volume4 ,March 2017.

Real-Time Vehicle Tracking Using GSM & GPS with Location Display on Google Maps Using Raspberry Pi

Authors: J.Krishna Chaithanya || Dr. T. Ramashri

Doi : 01.1617/vol4iss3pid025

Volume4 ,March 2017.

Obstacle Avoiding Intelligent Robot

Authors: Prof.S. B. Mandlik || Miss.Kshirsagar Snehal D , Miss. Gaikwad Jyoti B , Miss.Wagh Varsha S , Miss. Ingale komal M

Doi : 01.1617/vol4iss3pid026

Volume4 ,March 2017.

Increased Learning In Retinal Blood Vessel Segmentation Approach Based on Fuzzy-C Means Clustering and Mathematical Morphology

Authors: Naluguru Udaya Kumar || Tirumala Ramashri

Doi : 01.1617/vol4iss3pid027

Volume4 ,March 2017.

A Review on Atmospheric Effects on Free Space Optical Link

Authors: Shaik.Taj Mahaboob || A.Sree Madhuri

Doi : 01.1617/vol4iss3pid028

Volume4 ,March 2017.

Efficient Medical Image Compression based on Region of Interest

Authors: S. Muni Rathnam || T. Ramashri

Doi : 01.1617/vol4iss3pid029

Volume4 ,March 2017.

CBIR Based Crack Detection System for Surface Traffic

Authors: Dr.Abraham Mathew || Dr.S. Saravanan, Dr. P. Mohanaiah

Doi : 01.1617/vol4iss3pid030

Volume4 ,March 2017.

IOT Based Digital Notice Board

Authors: K.Dinesh || M.Siva Ramakrishna

Doi : 01.1617/vol4iss3pid031

Volume4 ,March 2017.

Automatic Monitoring and Controlling of Greenhouse System using Zigbee

Authors: G. Hima Bindu || K. Lokesh Krishna , K. Hemalatha

Doi : 01.1617/vol4iss3pid032

Volume4 ,March 2017.

Identification of Ocular Pathology in retinal fundus images

Authors: C. Sai Praneeth || D.N. Kuldeep Shamgar

Doi : 01.1617/vol4iss3pid034

Volume4 ,March 2017.

Journal Index Databases

IMPACT FACTOR: 3.689

ISSN(Online): 2394-6849

Google Scholar Profile

Thomson Reuters ID : q-6288-2016.
ORCiD Research ID : 0000-0001-9540-6799

All Issues

DOWNLOADS

Copy-Right Form Paper Template

ACCEPTANCE RATIO

ACCEPTANCE RATIO: 29.74%
ARTICLES PUBLISHED:0489
PAPER RECEIVED:01630
Journal Code : IJERECE
Electronic ISSN : 2394-6849
Impact Factor : 3.689
Frequency : monthly
Contact : info@ijerece.com

IFERP OTHER JOURNALS


Subscribe

           Email:

SOCIAL MEDIA