A novel approach for colon biopsy image segmentation

2013 ◽  
Author(s):  
S. Rathore ◽  
M. Hussain ◽  
A. Khan
Keyword(s):  
Image Segmentation ◽  
Novel Approach ◽  
Colon Biopsy ◽  
Biopsy Image

CBISC: A Novel Approach for Colon Biopsy Image Segmentation and Classification

2016 ◽  
Vol 41 (12) ◽  
pp. 5061-5076 ◽  
Author(s):  
Saima Rathore ◽  
Muhammad Aksam Iftikhar
Keyword(s):  
Image Segmentation ◽  
Novel Approach ◽  
Colon Biopsy ◽  
Biopsy Image

A Novel Approach based on PSO Optimized K-Means in MRI Brain Image Segmentation

2020 ◽  
Author(s):  
Abhisha Mano
Keyword(s):  
Image Segmentation ◽  
Optimization Technique ◽  
Brain Image ◽  
Mri Brain ◽  
Novel Approach ◽  
Mri Brain Image ◽  
Brain Image Segmentation

A brain image segmentation by an optimization technique.<br>

An Improved Normalized Cut Image Segmentation Algorithm with k-Means Cluster

2014 ◽  
Vol 548-549 ◽  
pp. 1179-1184 ◽  
Author(s):  
Wen Ting Yu ◽  
Jing Ling Wang ◽  
Long Ye
Keyword(s):  
Image Segmentation ◽  
High Resolution ◽  
Normalized Cut ◽  
Resolution Image ◽  
High Resolution Image ◽  
Novel Approach ◽  
Normalized Cuts ◽  
Segmentation Methods ◽  
Improved Performance ◽  
Popular Image

Image segmentation with low computational burden has been highly regarded as important goal for researchers. One of the popular image segmentation methods is normalized cut algorithm. But it is unfavorable for high resolution image segmentation because the amount of segmentation computation is very huge [1]. To solve this problem, we propose a novel approach for high resolution image segmentation based on the Normalized Cuts. The proposed method preprocesses an image by using the normalized cut algorithm to form segmented regions, and then use k-Means clustering on the regions. The experimental results verify that the proposed algorithm behaves an improved performance comparing to the normalized cut algorithm.

A Novel Approach for Detection of Intracranial Tumor Using Image Segmentation Based on Cellular Automata

2021 ◽  
pp. 593-603
Author(s):  
Prashant Vats ◽  
Sandeep Singh ◽  
Seema Barda ◽  
Zunaid Aalam ◽  
Manju Mandot
Keyword(s):  
Image Segmentation ◽  
Cellular Automata ◽  
Intracranial Tumor ◽  
Novel Approach

A novel approach for unsupervised image segmentation fusion of plant leaves based on G-mutual information

2020 ◽  
Vol 32 (1) ◽  
Author(s):  
Navid Nikbakhsh ◽  
Yasser Baleghi ◽  
Hamzeh Agahi
Keyword(s):  
Image Segmentation ◽  
Mutual Information ◽  
Plant Leaves ◽  
Novel Approach ◽  
Unsupervised Image Segmentation

scholarly journals A Novel Approach to Medical Image Segmentation

2011 ◽  
Vol 7 (5) ◽  
pp. 657-663 ◽  
Author(s):  
Shanmugam
Keyword(s):  
Image Segmentation ◽  
Medical Image ◽  
Medical Image Segmentation ◽  
Novel Approach

Breast Ultrasound (BUS) Image Segmentation Using Regularized Rough K-Means (RRKM) Clustering: A Novel Approach

2017 ◽  
Vol 7 (1) ◽  
pp. 94-100 ◽  
Author(s):  
P. K. Saranya ◽  
E. S. Samundeeswari ◽  
R. Manavalan
Keyword(s):  
Image Segmentation ◽  
Breast Ultrasound ◽  
Novel Approach

scholarly journals A Novel Approach based on PSO Optimized K-Means in MRI Brain Image Segmentation

2020 ◽  
Author(s):  
Abhisha Mano
Keyword(s):  
Image Segmentation ◽  
Optimization Technique ◽  
Brain Image ◽  
Mri Brain ◽  
Novel Approach ◽  
Mri Brain Image ◽  
Brain Image Segmentation

A brain image segmentation by an optimization technique.<br>

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