Artículos relacionados a Skin Cancer Segmentation using Neural Network: Image...

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

Arora, Ginni

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

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

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.

Biografía del autor

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2012
Idioma
Inglés
ISBN 10 
3659142638
ISBN 13 
9783659142635
Encuadernación
Tapa blanda
Número de páginas
72
Contacto del fabricante
no disponible
Persona responsable
BoD - Books on Demand GmbH
info@bod.de

In de Tarpen 42
Norderstedt
22848
Alemania