Efficient Iris Image Segmentation for ATM Based Approach Through Fuzzy Entropy and Graph Cut

2016 ◽  
pp. 238-247
Author(s):  
Shibai Yin ◽  
Yibin Wang ◽  
Tao Wang
Keyword(s):  
Image Segmentation ◽  
Graph Cut ◽  
Fuzzy Entropy ◽  
Iris Image

scholarly journals Adaptive Exploration-based Whale Optimization for Image Segmentation Based on Variable Parametric Error

2019 ◽  
Vol 8 (6S4) ◽  
pp. 1209-1218
Keyword(s):  
Image Segmentation ◽  
Active Contour ◽  
Graph Cut ◽  
Fuzzy Entropy ◽  
Major Purpose ◽  
Entropy Maximization ◽  
Low Intensity ◽  
Fem Method ◽  
Contour Graph ◽  
Whale Optimization

Image segmentation is the process of splitting an image into numerous segments. Its major purpose is to change or simplify the image, which could be more significant and simpler to examine. However, it does not execute well while segmenting complex images with non-homogeneous parts. In this paper, a hybrid image segmentation model with the aid of Active Contour and Graph cut techniques is proposed. Moreover, it extracts the mutual information from two adopted segmentation schemes, and subsequently, the high-intensity and low-intensity pixels of resultant images are grouped by Fuzzy Entropy Maximization (FEM) method. A modified optimization algorithm termed as Adaptive Exploration based Whale Optimization (AEW) is used for solving the FEM problem. The performance of the proposed Active contour Graph cut Fuzzy Entropy-based Segmentation(AGFES), (AEW-AGFES) is algorithmically analyzed in terms of various performance measures to substantiate its effectiveness.

Efficient multilevel image segmentation through fuzzy entropy maximization and graph cut optimization

2014 ◽  
Vol 47 (9) ◽  
pp. 2894-2907 ◽  
Author(s):  
Shibai Yin ◽  
Xiangmo Zhao ◽  
Weixing Wang ◽  
Minglun Gong
Keyword(s):  
Image Segmentation ◽  
Graph Cut ◽  
Fuzzy Entropy ◽  
Entropy Maximization

Race Classification Based Iris Image Segmentation

2020 ◽  
pp. 383-393
Author(s):  
Xianting Ke ◽  
Lingling An ◽  
Qingqi Pei ◽  
Xuyu Wang
Keyword(s):  
Image Segmentation ◽  
Iris Image
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