Automated Malaria Diagnostic Technique

Name: Automated Malaria Diagnostic Technique
Brand: LAP Lambert Academic Publishing
SKU: 9783659588082
Price: 1082 CZK
Availability: InStock

classification of Plasmodium parasites into species, stages and parasitemia using thin blood smear RGB images and ANN

Autor: Daniel Maitethia Memeu

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

1 082 Kč

Malaria is the leading cause of morbidity and mortality in tropical and subtropical countries. Conve...

Informace o knize

Autor

Daniel Maitethia Memeu

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2014

Stránek

112

EAN

9783659588082

Enbook ID

07176293

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

183

Rozměry

150 x 220 x 7

Kompletní popis

Malaria is the leading cause of morbidity and mortality in tropical and subtropical countries. Conventional microscopy used in diagnosis of the disease has occasionally proved inefficient since it is time consuming and results are difficult to reproduce. Alternative diagnosis techniques which yield superior results are quite expensive and hence inaccessible to developing countries where the disease is endemic. In this work, Algorithms for automating diagnosis of malaria using thin blood smear RGB microscopy images are have been developed and implemented using Matlab software. Morphological, colour and texture features of Plasmodium parasites and erythrocytes are used to train Artificial Neural Network classifiers to identify sample images as infected or non-infected. Infected sample images are also classified into their respective life stages and species of Plasmodia and finally parasitemia is determined. This book is ideal for students and researchers pursuing research in image processing and computer vision.

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Automated Malaria Diagnostic Technique

classification of Plasmodium parasites into species, stages and parasitemia using thin blood smear RGB images and ANN

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také