Articoli correlati a Skin Cancer Segmentation using Neural Network: Image...

Skin Cancer Segmentation using Neural Network: Image processing methods and Kohonen neural network - Brossura

Arora, Ginni

 
9783659142635: Skin Cancer Segmentation using Neural Network: Image processing methods and Kohonen neural network
Brossura
ISBN 10: 3659142638 ISBN 13: 9783659142635
Casa editrice: LAP LAMBERT Academic Publishing, 2012

Sinossi

Skin cancer is the most common form of cancer in United States. If detected at an early stage simple and economic treatments can cure skin cancers. Accurate skin lesion segmentation is critical in automated skin cancer early detection and diagnosis. This book proposes methods like explicit pixel based, median filter, difference filter, conservative smoothing and Kohonen neural network for automated segmentation which can replace traditional biopsy and dermoscopes. Further it can give direction to dermatologists in detecting ABCD's of skin cancer. Also may help research scholars, practitioners and students to understand more about image processing methods and role of neural network in segmentation.

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L'autore

Ginni Arora working as an Assistant Professor in Amity University. She has more than five years of teaching experience. She has authored three research papers. She has done Master in Technology (Computer Sc.) and Master in Computer Application from Maharishi Dayanand University.

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Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
3659142638
ISBN 13 
9783659142635
Rilegatura
Copertina flessibile
Numero di pagine
72
Contatto del produttore
non disponibile
Persona responsabile
BoD - Books on Demand GmbH
info@bod.de

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