Bookcover of Comparative Study & Hybrid Technique for Biomidical Image Compression
Booktitle:

Comparative Study & Hybrid Technique for Biomidical Image Compression

comparative study for biomedical image compression techniques then a hybrid technique is applied to hand vein modality

LAP LAMBERT Academic Publishing (2012-03-02 )

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ISBN-13:

978-3-8484-2818-2

ISBN-10:
3848428180
EAN:
9783848428182
Book language:
English
Blurb/Shorttext:
The objective of this study is to maximize the compression ratio while preserving images’ information. The study has considered a set of images from both medical and biometric modalities. The dataset is subjected to four compression techniques which include both lossless and lossy techniques. The lossless techniques are Huffman and Arithmetic. The lossy techniques are Discrete Cosine Transform and Wavelet Transform. The maximum compression ratio for each image is chosen by three experts (for the medical dataset); while an identification software is used for biometric dataset. The next enhancement is done by isolating the region of interest in the image then applying the compression procedure. The last enhancement is the hybrid process which combines the lossless compression technique for the essential regions, and the lossy compression technique for the nonessential regions.This could be done using object segmentation procedure and quad tree decomposition (QTD) as preprocessing steps for the compression process.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Mohamed Nagy Saad Mohamed Elziftawy
Number of pages:
184
Published on:
2012-03-02
Stock:
Available
Category:
Application software
Price:
68.00 €
Keywords:
Wavelet Transform, Image Compression, Arithmetic coding, Discrete cosine transform, Huffman Coding, Quad Tree Decomposition

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