| 000 -LEADER |
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| fixed length control field |
07183nam a2200853 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
7087857 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
|---|
| control field |
20200413152917.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS |
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| fixed length control field |
m eo d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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| fixed length control field |
cr cn |||m|||a |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
150426s2015 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781627057424 |
| Qualifying information |
ebook |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781627056687 |
| Qualifying information |
print |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00641ED1V01Y201504ASE014 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00404862 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)908032139 |
| 040 ## - CATALOGING SOURCE |
|---|
| Original cataloging agency |
CaBNVSL |
| Language of cataloging |
eng |
| Description conventions |
rda |
| Transcribing agency |
CaBNVSL |
| Modifying agency |
CaBNVSL |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QC427.8.S64 |
| Item number |
L653 2015 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
535.32 |
| Edition number |
23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Loizou, Christos P., |
| Dates associated with a name |
1962-, |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Despeckle filtering for ultrasound imaging and video. |
| Number of part/section of a work |
Volume I, |
| Name of part/section of a work |
Algorithms and software / |
| Statement of responsibility, etc. |
Christos P. Loizou, Constantinos S. Pattichis. |
| 246 30 - VARYING FORM OF TITLE |
|---|
| Title proper/short title |
Algorithms and software. |
| 250 ## - EDITION STATEMENT |
|---|
| Edition statement |
Second edition. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Place of production, publication, distribution, manufacture |
San Rafael, California (1537 Fourth Street, San Rafael, CA 94901 USA) : |
| Name of producer, publisher, distributor, manufacturer |
Morgan & Claypool, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2015. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xxv, 154 pages) : |
| Other physical details |
illustrations. |
| 336 ## - CONTENT TYPE |
|---|
| Content type term |
text |
| Source |
rdacontent |
| 337 ## - MEDIA TYPE |
|---|
| Media type term |
electronic |
| Source |
isbdmedia |
| 338 ## - CARRIER TYPE |
|---|
| Carrier type term |
online resource |
| Source |
rdacarrier |
| 490 1# - SERIES STATEMENT |
|---|
| Series statement |
Synthesis lectures on algorithms and software in engineering, |
| International Standard Serial Number |
1938-1735 ; |
| Volume/sequential designation |
# 14 |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
Mode of access: World Wide Web. |
| 538 ## - SYSTEM DETAILS NOTE |
|---|
| System details note |
System requirements: Adobe Acrobat Reader. |
| 500 ## - GENERAL NOTE |
|---|
| General note |
Part of: Synthesis digital library of engineering and computer science. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc. note |
Includes bibliographical references (pages 139-151). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Introduction to speckle noise in ultrasound imaging and video -- 1.1 A brief review of ultrasound imaging and video -- 1.1.1 Basic principles of ultrasound imaging and video -- 1.1.2 Ultrasound modes -- 1.1.3 Image and video quality and resolution -- 1.1.4 Limitations of ultrasound imaging and video -- 1.2 Speckle noise -- 1.2.1 Physical properties and pattern of speckle noise -- 1.2.2 Speckle noise modeling -- 1.2.3 Early attempts of despeckle filtering in different modalities and ultrasound imaging and video -- 1.2.4 Speckle noise tracking -- 1.3 An overview of despeckle filtering techniques -- 1.4 Limitations of despeckle filtering techniques -- 1.5 Guide to book contents -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Basics of evaluation methodology -- 2.1 Use of phantom and artificial ultrasound images and videos -- 2.2 Image and video despeckle filtering toolboxes -- 2.3 Image and video quality evaluation metrics -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Linear despeckle filtering -- 3.1 First-order statistics filtering (DsFlsmv, DsFwiener) -- 3.2 Local statistics filtering with higher moments (DsFlsminv1d, DsFlsmvsk2d) -- 3.3 Homogeneous mask area filtering (DsFlsminsc) -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Nonlinear despeckle filtering -- 4.1 Median filtering (DsFmedian) -- 4.2 Linear scaling filter (DsFca, DsFlecasort, DsFls) -- 4.3 Maximum homogeneity over a pixel neighborhood filtering (DsFhomog) -- 4.4 Geometric filtering (DsFgf4d) -- 4.5 Homomorphic filtering (DsFhomo) -- 4.6 Hybrid median filtering (DsFhmedian) -- 4.7 Kuwahara filtering (DsFKuwahara) -- 4.8 Nonlocal filtering (DsFnlocal) -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Diffusion despeckle filtering -- 5.1 Anisotropic diffusion filtering (DsFad) -- 5.2 Speckle-reducing anisotropic diffusion filtering (DsFsrad) -- 5.3 Nonlinear anisotropic diffusion filtering (DsFnldif ) -- 5.4 Nonlinear complex diffusion filtering (DsFncdif ) -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
6. Wavelet despeckle filtering -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
7. Evaluation of despeckle filtering -- 7.1 Despeckle filtering evaluation on an artificial carotid artery image -- 7.2 Despeckle filtering evaluation on a phantom image -- 7.3 Despeckle filtering evaluation on real ultrasound images and video -- 7.4 Summary findings on despeckle filtering evaluation -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
8. Summary and future directions -- 8.1 Summary -- 8.2 Future directions -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
A. Appendices -- A.1 Despeckle filtering, texture analysis, and image quality evaluation toolbox functions -- A.2 Despeckle filtering, texture analysis and video (VDF toolbox) quality evaluation toolbox functions -- A.3 Examples of running the despeckle filtering toolbox functions -- References -- Authors' biographies. |
| 506 1# - RESTRICTIONS ON ACCESS NOTE |
|---|
| Terms governing access |
Abstract freely available; full-text restricted to subscribers or individual document purchasers. |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Compendex |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
INSPEC |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google scholar |
| 510 0# - CITATION/REFERENCES NOTE |
|---|
| Name of source |
Google book search |
| 520 3# - SUMMARY, ETC. |
|---|
| Summary, etc. |
It is well known that speckle is a multiplicative noise that degrades image and video quality and the visual expert's evaluation in ultrasound imaging and video. This necessitates the need for robust despeckling image and video techniques for both routine clinical practice and tele-consultation. The goal for this book (book 1 of 2 books) is to introduce the problem of speckle occurring in ultrasound image and video as well as the theoretical background (equations), the algorithmic steps, and the MATLAB code for the following group of despeckle filters: linear filtering, nonlinear filtering, anisotropic diffusion filtering, and wavelet filtering. This book proposes a comparative evaluation framework of these despeckle filters based on texture analysis, image quality evaluation metrics, and visual evaluation by medical experts. Despeckle noise reduction through the application of these filters will improve the visual observation quality or it may be used as a pre-processing step for further automated analysis, such as image and video segmentation, and texture characterization in ultrasound cardiovascular imaging, as well as in bandwidth reduction in ultrasound video transmission for telemedicine applications. The aforementioned topics will be covered in detail in the companion book to this one. Furthermore, in order to facilitate further applications we have developed in MATLAB two different toolboxes that integrate image (IDF) and video (VDF) despeckle filtering, texture analysis, and image and video quality evaluation metrics. The code for these toolsets is open source and these are available to download complementary to the two books. |
| 530 ## - ADDITIONAL PHYSICAL FORM AVAILABLE NOTE |
|---|
| Additional physical form available note |
Also available in print. |
| 588 ## - SOURCE OF DESCRIPTION NOTE |
|---|
| Source of description note |
Title from PDF title page (viewed on April 26, 2015). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Speckle. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Image processing |
| General subdivision |
Mathematics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Filters (Mathematics) |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Algorithms. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Diagnostic ultrasonic imaging |
| General subdivision |
Image quality. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Synthetic aperture radar |
| General subdivision |
Image quality. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
speckle |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
despeckle |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
noise filtering |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
ultrasound |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
ultrasound imaging |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
ultrasound video |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
cardiovascular imaging and video |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
SAR |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
texture |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
image quality |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
video quality |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
carotid artery |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Pattichis, Constantinos S., |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781627056687 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis digital library of engineering and computer science. |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Synthesis lectures on algorithms and software in engineering ; |
| Volume/sequential designation |
# 14. |
| International Standard Serial Number |
1938-1735 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=7087857 |
