It is very common for radiologists, looking at a medical image (MI)
to make quick circles around any abnormality for diagnosis or
segmentation purposes. However automatic segmentation of region of
interest (ROI) is an increasing research field for both compression
and computer aided diagnosis. This book introduces modified methods
for biomedical image processing, telemedicine, and archiving. The
proposed automatic segmentation method uses an introduced
artificial neural network and a modified fuzzy technique; whereas
in coding it uses a modified arithmetic encoder. Moreover, based on
the important observation that large wavelet coefficients are much
more important than small wavelet coefficients, a fast and reduced
bit embedded zerotree wavelet (FEZW) algorithm is applied. This
FEZW aims to reduce the transmission time and storage space of
images in low bandwidth environments. Several magnetic resonance
brain images and fluorescene ophthalmic images are used to validate
these proposed techniques.The book is organized in nine chapters.
General
Imprint: |
VDM Verlag
|
Country of origin: |
Germany |
Release date: |
February 2010 |
First published: |
February 2010 |
Authors: |
Mohamed Abdou
|
Dimensions: |
229 x 152 x 13mm (L x W x T) |
Format: |
Paperback - Trade
|
Pages: |
220 |
ISBN-13: |
978-3-639-24018-4 |
Categories: |
Books
|
LSN: |
3-639-24018-9 |
Barcode: |
9783639240184 |
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