Color Image Vector Quantization Using Wavelet Transform and Enhanced Self-organizing Neural Network

2004 ◽  
pp. 166-171
Author(s):  
Kwang Baek Kim ◽  
Dae Su Kim
Keyword(s):  
Neural Network ◽  
Wavelet Transform ◽  
Vector Quantization ◽  
Color Image ◽  
Self Organizing

Multilevel and Color Image Segmentation by NSGA II Based OptiMUSIG Activation Function

2016 ◽  
pp. 321-348 ◽  
Author(s):  
Sourav De ◽  
Siddhartha Bhattacharyya ◽  
Susanta Chakraborty
Keyword(s):  
Neural Network ◽  
Image Segmentation ◽  
Color Image ◽  
Activation Function ◽  
Color Image Segmentation ◽  
Nsga Ii ◽  
Segmented Images ◽  
Single Objective ◽  
Self Organizing

A self-supervised image segmentation method by a non-dominated sorting genetic algorithm-II (NSGA-II) based optimized MUSIG (OptiMUSIG) activation function with a multilayer self-organizing neural network (MLSONN) architecture is proposed to segment multilevel gray scale images. In the same way, another NSGA-II based parallel version of the OptiMUSIG (ParaOptiMUSIG) activation function with a parallel self-organizing neural network (PSONN) architecture is purported to segment the color images in this article. These methods are intended to overcome the drawback of their single objective based counterparts. Three standard objective functions are employed as the multiple objective criteria of the NSGA-II algorithm to measure the quality of the segmented images.

Color Image Segmentation of Seed Images Based on Self-Organizing Maps (SOM) Neural Network

2019 ◽  
Vol 23 (1) ◽  
Author(s):  
J. M. Barrón Adame ◽  
M. S. Acosta Navarrete ◽  
J. Quintanilla Domínguez ◽  
R. Guzmán Cabrera ◽  
M. Cano Contreras ◽  
...  
Keyword(s):  
Neural Network ◽  
Image Segmentation ◽  
Color Image ◽  
Color Image Segmentation ◽  
Self Organizing Maps ◽  
Som Neural Network ◽  
Self Organizing

A parallel bi-directional self-organizing neural network (PBDSONN) architecture for color image extraction and segmentation

2012 ◽  
Vol 86 ◽  
pp. 1-23 ◽  
Author(s):  
Siddhartha Bhattacharyya ◽  
Ujjwal Maulik ◽  
Paramartha Dutta
Keyword(s):  
Neural Network ◽  
Color Image ◽  
Self Organizing
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