Self-organizing map based extended fuzzy C-means (SEEFC) algorithm for image segmentation

E Aghajari, GD Chandrashekhar - Applied Soft Computing, 2017 - Elsevier
A Novel hybrid algorithm based on Self-Organizing-Map (SOM) and Extended Fuzzy C-
Means (EFCM) named self-organizing-map based extended fuzzy c-means (SEEFC) has …

Color image segmentation using feedforward neural networks with FCM

S Arumugadevi, V Seenivasagam - International Journal of Automation …, 2016 - Springer
This paper proposes a hybrid technique for color image segmentation. First an input image
is converted to the image of CIE L* a* b* color space. The color features “a” and “b” of CIE L …

[PDF][PDF] Comparison of clustering methods for segmenting color images

S Arumugadevi… - Indian Journal …, 2015 - sciresol.s3.us-east-2.amazonaws …
Abstract Background/Objectives: Image segmentation is the first step for any image
processing based applications. The Conventional methods are unable to produce good …

[PDF][PDF] Jaringan Syaraf Tiruan Prediksi Penyakit Demam Berdarah dengan Menggunakan Metode Backpropagation

W Widodo, A Rachman, R Amelia - Jurnal ITATS, 2014 - academia.edu
Penyakit dengue telah dikenal masyarakat Indonesia sejak tahun 1779. Penyakit ini
merupakan cikal bakal penyakit demam berdarah (DBD). Demam berdarah dengue (DBD) …

[HTML][HTML] Automatic segmentation and classification of blood components in microscopic images using a fuzzy approach

AMPG Vale, AMG Guerreiro, AD Dória Neto… - Revista Brasileira de …, 2014 - SciELO Brasil
INTRODUCTION: Automatic detection of blood components is an important topic in the field
of hematology. Segmentation is an important step because it allows components to be …

Implementasi Jaringan Syaraf Tiruan Untuk Pengenalan Pola Notasi Balok Menggunakan Metode Backpropagation

JP Haumahu - JURIKOM (Jurnal Riset Komputer), 2019 - ejurnal.stmik-budidarma.ac.id
Notasi balok secara resmi dipakai sebagai standar notasi musik secara internasional, dan
sering dijumpai pada partitur–partitur baik untuk alat musik maupun vokal. Di indonesia …

[PDF][PDF] INTERNATIONAL JOURNAL OF COMPUTER ENGINEERING & TECHNOLOGY (IJCET)

WM Abdel-Hafiez, M Heshmat, M Girgis, S Elaw - Journal Impact Factor, 2014 - Citeseer
Face recognition is considered as one of the hottest research areas in computer vision field.
The purpose of the proposed research work is to develop an algorithm that can recognize a …

Recognition of Beam's Music Notation Patterns Using Artificial Neural Networks with The Backpropagation Method

JP Haumahu - JOURNAL OF INFORMATICS AND …, 2019 - ojs.uma.ac.id
The beam notations is officially used as the standard of international music notation, and is
often found in scores for both musical instruments and vocals. In Indonesia, the use of …

Fuzzy c-means clustering algorithm for quality inspection of fruits based on image sensors data

E Aghajari, DC Gharpure - 2012 1st International Symposium …, 2012 - ieeexplore.ieee.org
Use of FCM for inspection of fruits is proposed in this paper. In this method, an image of fruits
is firstly taken in RGB color model. The output of imaging sensors is preprocessed in order to …

Towards interpretation of self organizing map for image segmentation

E Aghajari, H Lotfi, D Gharpure - … International Conference on …, 2013 - ieeexplore.ieee.org
This paper provides an effective framework to interpret the data of self-organizing map
(SOM). It is known that data clustering SOM is one of the most popular neural networks used …