EN | RU    
Scientific & Technical Literature Publishing House
Search:

Home»

Contact Us»

Journals»

News»

Preparation of Papers»

Advertising»

Feedback»

Books»

About Us»



advertisement



Instruments and Systems: Monitoring, Control, and Diagnostics

Annotation
<< Back
Modified Image Segmentation Method for Use in Decision Support Systems
YU.YU. GROMOV, P.I. KARASEV, O.G. IVANOVA, SARI FARAH ABBAS

To preserve more image detail and improve its robustness to noise during image segmentation, an improved Fuzzy C-Means (FCM) method is presented for image segmentation by incorporating local spatial information and grayscale level information. The modified membership function and the clustering center function are more mathematically justified than the FCM functions, so the iterative sequence can converge to the local minimum value of the improved objective function. The new fuzzy factor gives the method a new balance between noise immunity and detail retention efficiency. The revised flow method has greatly accelerated the processing procedure. The effectiveness of the proposed method is shown using experiments on artificial and real images.
Keywords: clustering, image segmentation, fuzzy C-means, local minimum value, data gray level information.


DOI: 10.25791/pribor.8.2021.1285

Pp. 38-43.

 Sections

«About journal

«Archive

«Thematic focus of the journal

«Formatting rules

«Stages of the review and publication

«Review process

«Editorial and Professional Ethics

«Detecting plagiarism

«Editors and Editorial Board

«News journal


 Journals
...................................
Instruments and Systems: Monitoring, Control, and Diagnostics
...................................
Instrument-Making and Automation Means. Encyclopedic Textbook
...................................
Industrial Automatic Control Systems and Controllers
...................................
Ecological Systems and Devices
...................................
Aerospace Instrument-Making
...................................
Engineering Physics
...................................
History of Science and Engineering
...................................
Music and Time
...................................
Note Album
...................................
Musicology
...................................
Universal History
...................................
Directory of engineer
...................................
Applied Physics and Mathematics
...................................
News Academy of Engineering Sciences A.M. Prokhorov
...................................

Last news:

Выставки по автоматизации и электронике «ПТА-Урал 2018» и «Электроника-Урал 2018» состоятся в Екатеринбурге

Открыта электронная регистрация на выставку Дефектоскопия / NDT St. Petersburg

Открыта регистрация на 9-ю Международную научно-практическую конференцию «Строительство и ремонт скважин — 2018»

ExpoElectronica и ElectronTechExpo 2018: рост площади экспозиции на 19% и новые формы контент-программы

Тематика и состав экспозиции РЭП на выставке "ChipEXPO - 2018"

   Rambler's Top100 Rambler's Top100         


    Management system developed by: ananskikh.ru
© Publishing House "NAUCHTEKHLITIZDAT", 2005-2024