Bookcover of Quantitative Analysis Of Pulmonary Emphysema Using LBP Technique
Booktitle:

Quantitative Analysis Of Pulmonary Emphysema Using LBP Technique

Easy Diagnose for COPD

LAP LAMBERT Academic Publishing (2013-05-22 )

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ISBN-13:

978-3-659-39610-6

ISBN-10:
3659396109
EAN:
9783659396106
Book language:
English
Blurb/Shorttext:
Pulmonary emphysema is a chronic obstructive pulmonary disease[COPD] which causes shortness of breath.Cigarette smoking is the most common cause.This book aims at improving quantitative measures of emphysema in Computed Tomography images of lungs using texture analysis technique called Local Binary Pattern[LBP].A study is performed by choosing Local binary Pattern as texture feature and classification is performed using KNN classifier. Classification accuracy and quantification shows that KNN classifier performs better when LBP is used as texture feature in determining Pulmonary Emphysema.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
J. Shari
Number of pages:
80
Published at:
2013-05-22
Stock:
Available
Category:
Medicine
Price:
39.90 €
Keywords:
COPD, Emphysema, Local binary patterns, KNN Classifier, Computed tomography, Texture Analysis

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