| 000 -LEADER |
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| fixed length control field |
07180nam a2200793 i 4500 |
| 001 - CONTROL NUMBER |
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| control field |
6813182 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
IEEE |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20200413152913.0 |
| 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 |
140421s2014 caua foab 000 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| Canceled/invalid ISBN |
9781627053617 |
| Qualifying information |
paperback |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
|---|
| International Standard Book Number |
9781627053624 |
| Qualifying information |
ebook |
| 024 7# - OTHER STANDARD IDENTIFIER |
|---|
| Standard number or code |
10.2200/S00560ED1V01Y201312CGR015 |
| Source of number or code |
doi |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(CaBNVSL)swl00403306 |
| 035 ## - SYSTEM CONTROL NUMBER |
|---|
| System control number |
(OCoLC)877885311 |
| 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 |
TA1637 |
| Item number |
.F455 2014 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
621.367 |
| Edition number |
23 |
| 090 ## - LOCALLY ASSIGNED LC-TYPE CALL NUMBER (OCLC); LOCAL CALL NUMBER (RLIN) |
|---|
| Classification number (OCLC) (R) ; Classification number, CALL (RLIN) (NR) |
|
| Local cutter number (OCLC) ; Book number/undivided call number, CALL (RLIN) |
MoCl |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Feixas, Miquel., |
| Relator term |
author. |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Information theory tools for image processing / |
| Statement of responsibility, etc. |
Miquel Feixas, Anton Bardera, Jaume Rigau, Qing Xu, Mateu Sbert. |
| 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 |
2014. |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 PDF (xv, 148 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 computer graphics and animation, |
| International Standard Serial Number |
1933-9003 ; |
| Volume/sequential designation |
# 15 |
| 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 |
Series from website. |
| 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 129-145). |
| 505 0# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. Information theory basics -- 1.1 Entropy -- 1.2 Relative entropy and mutual information -- 1.3 Decomposition of mutual information -- 1.4 Inequalities -- 1.4.1 Jensen's inequality -- 1.4.2 Log-sum inequality -- 1.4.3 Jensen-Shannon inequality -- 1.4.4 Data processing inequality -- 1.5 Entropy rate -- 1.6 Entropy and coding -- 1.7 Continuous channel -- 1.8 Information bottleneck method -- 1.9 f-divergences -- 1.10 Generalized entropies -- 1.11 The similarity metric -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
2. Image registration -- 2.1 The registration pipeline -- 2.1.1 Spatial transform -- 2.1.2 Interpolation -- 2.1.3 Metric -- 2.1.4 Optimization -- 2.2 Similarity metrics based on Shannon's information measures -- 2.2.1 Information channel -- 2.2.2 Joint entropy -- 2.2.3 Mutual information -- 2.2.4 Normalized measures -- 2.3 Probability density function estimation -- 2.3.1 Histogram estimation -- 2.3.2 Parzen window estimation -- 2.3.3 Entropic spanning graphs -- 2.4 High-dimensional information measures including spatial information -- 2.5 Image registration based on f -divergences -- 2.6 Similarity measures based on generalized entropies -- 2.7 Measures based on the similarity metric -- 2.8 Image fusion -- 2.8.1 Communication channel -- 2.8.2 Specific information -- 2.8.3 Fusion criteria -- 2.8.4 Visualization -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
3. Image segmentation -- 3.1 Maximum entropy thresholding -- 3.1.1 Entropy -- 3.1.2 Relative entropy -- 3.2 Thresholding considering spatial information -- 3.2.1 Grey-level co-occurrence matrix -- 3.2.2 Minimum spatial entropy thresholding -- 3.2.3 Excess entropy -- 3.3 Evolving curves -- 3.4 Information bottleneck method for image segmentation -- 3.4.1 Split-and-merge algorithm -- 3.4.2 Histogram clustering -- 3.4.3 Registration-based segmentation -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
4. Video key frame selection -- 4.1 Related work and first IT-based approaches -- 4.2 Key frame selection based on Jensen-Shannon divergence and Jensen-Renyi divergence -- 4.2.1 Jensen-Renyi divergence -- 4.2.2 The core computational mechanism -- 4.2.3 Locating shots, subshots, and key frames -- [4.3] Key frame selection techniques using Tsallis mutual information and Jensen-Tsallis divergence for shots with hard cuts -- 4.3.1 Mutual information-based similarity between frames -- 4.3.2 Jensen-Tsallis-based similarity between frames -- 4.3.3 Keyframe selection -- 4.4 Experimental results -- 4.4.1 Results on JS and JR-based methods -- 4.4.2 Results on JT and TMI driven techniques -- 4.5 Conclusion -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
5. Informational aesthetics measures -- 5.1 Introduction -- 5.2 Origins and related work -- 5.3 Global aesthetic measures -- 5.3.1 Shannon's perspective -- 5.3.2 Kolmogorov's perspective -- 5.3.3 Zurek's perspective -- 5.4 Compositional aesthetic measures -- 5.4.1 Order as self-similarity -- 5.4.2 Interpreting Bense's channel -- 5.5 Informational analysis of Van Gogh's periods -- 5.6 Towards Auvers period: evolution of Van Gogh's style -- 5.6.1 Randomness -- 5.6.2 Structural complexity -- 5.6.3 Artistic analysis -- 5.7 Color and regional information -- |
| 505 8# - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
A. Digital-image-palette -- Bibliography -- 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. |
Information theory (IT) tools, widely used in many scientific fields such as engineering, physics, genetics, neuroscience, and many others, are also useful transversal tools in image processing. In this book, we present the basic concepts of IT and how they have been used in the image processing areas of registration, segmentation, video processing, and computational aesthetics. Some of the approaches presented, such as the application of mutual information to registration, are the state of the art in the field. All techniques presented in this book have been previously published in peer-reviewed conference proceedings or international journals. We have stressed here their common aspects, and presented them in an unified way, so to make clear to the reader which problems IT tools can help to solve, which specific tools to use, and how to apply them. The IT basics are presented so as to be self-contained in the book. The intended audiences are students and practitioners of image processing and related areas such as computer graphics and visualization. In addition, students and practitioners of IT will be interested in knowing about these applications. |
| 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 21, 2014). |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Image processing |
| General subdivision |
Digital techniques. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Information theory. |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
image registration |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
image segmentation |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
image fusion |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
video processing |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
computational aesthetics |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
information theory |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
entropy |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
mutual information |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
Jensen-Shannon divergence |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
information bottleneck method |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Bardera, Anton., |
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Rigau, Jaume., |
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Xu, Qing., |
| Relator term |
author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Sbert, Mateu., |
| Relator term |
author. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Relationship information |
Print version: |
| International Standard Book Number |
9781627053617 |
| 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 in computer graphics and animation ; |
| Volume/sequential designation |
# 15. |
| International Standard Serial Number |
1933-9003 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to resource |
| Uniform Resource Identifier |
http://ieeexplore.ieee.org/servlet/opac?bknumber=6813182 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Materials specified |
Abstract with links to full text |
| Uniform Resource Identifier |
http://dx.doi.org/10.2200/S00560ED1V01Y201312CGR015 |
