NDLI: Edge detection using trapezoidal membership function based on fuzzy's mamdani inference system

Content Provider	IEEE Xplore Digital Library
Author	Kumar, E.B. Sundaresan, M.
Copyright Year	2014
Description	Author affiliation: Dept. of Inf. Technol., Bharathiar Univ., Coimbatore, India (Kumar, E.B.; Sundaresan, M.)
Abstract	Edge detection is the approach used most frequently for segmenting images based on local changes in intensity. It removes useless data, noise and frequencies while preserving the important structural properties in an image. Edge detection can be achieved by various approaches. The past few years have witnessed a rapid growth in the large number and variety of applications of fuzzy logic. Fuzzy Logic techniques have been used in image - understanding applications such as detection of edges, feature extraction, classification, and clustering. Fuzzy logic poses the ability to mimic the human mind to effectively employ modes of reasoning that are approximate rather than exact form. Present day's membership function plays vital role in all kind of process. The only condition a membership function must really satisfy is that it must vary the ranges between 0 and 1. So, Membership function is applied to detect the edges in the given input image. In this paper, trapezoidal membership function of mamdani type is used to get effective results.
Sponsorship	IEEE Delhi Sect.
Starting Page	515
Ending Page	518
File Size	1490167
Page Count	4
File Format	PDF
ISBN	9789380544106
e-ISBN	9789380544120
DOI	10.1109/IndiaCom.2014.6828012
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-03-05
Publisher Place	India
Access Restriction	Subscribed
Rights Holder	Bharati Vidyapeeth University
Subject Keyword	Fuzzy logic Decision support systems Image segmentation Handheld computers Image color analysis Image edge detection Membership functions and Trapezoidal Membership function Cognition Mamdani inference system Edge detection
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in