國立虎尾科技大學 |

Signal and image restoration = information-theoretic approaches /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Signal and image restoration/ Joseph Noonan, Prabahan Basu.
其他題名:	information-theoretic approaches /
作者:	Noonan, Joseph.
其他作者:	Basu, Prabahan.
出版者:	Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) :SPIE, : 2011.,
面頁冊數:	1 online resource (100 p.) :ill., digital file. :
附註:	"SPIE Digital Library."--Website.
標題:	Signal theory (Telecommunication) -
電子資源:	http://dx.doi.org/10.1117/3.903451
ISBN:	9780819488220 (electronic)

Signal and image restoration = information-theoretic approaches /
Noonan, Joseph.

Signal and image restorationinformation-theoretic approaches /[electronic resource] :Joseph Noonan, Prabahan Basu. - Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) :SPIE,2011. - 1 online resource (100 p.) :ill., digital file. - SPIE Press monograph ;PM213. - SPIE Press monograph ;PM103..

"SPIE Digital Library."--Website.

Includes bibliographical references.

Preface -- Chapter 1. Information theory preliminaries -- Chapter 2. The inverse problem -- Chapter 3. Review of signal restoration techniques -- Chapter 4. Maximum-entropy density estimation -- Chapter 5. Error bounds for maximum-entropy estimates -- Chapter 6. The stabilizing-functional approach to regularization -- Chapter 7. Applying information-theoretic distances and the GMF -- Chapter 8. Special cases of the GMF -- Chapter 9. Applications -- Appendix A. Generalized projections -- Appendix B. Definitions from linear algebra -- Appendix C. Definitions from analysis -- Appendix D. Notation -- Appendix E. Acronyms.

Restricted to subscribers or individual electronic text purchasers.

The goal of this book is to present a unified information-theoretic approach to solve estimation problems commonly faced in signal processing applications. The authors provide new approaches to this problem, as well as new interpretations for existing techniques. Major applications of this work include image restoration, communication channel estimation, text restoration, and system modeling. A general approach to solving a number of detection and estimation problems utilizing concepts from information theory is developed, and the theoretical development of the approach-as well as important applications-is given.

Mode of access: World Wide Web.

ISBN: 9780819488220 (electronic)

Standard No.: 10.1117/3.903451doiSubjects--Topical Terms:

632492
Signal theory (Telecommunication)
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: TK5102.92 / .N66 2011e

Dewey Class. No.: 621.382/23

Signal and image restoration = information-theoretic approaches /
LDR:02642nam 2200373 a 4500 001 731118
003 SPIE
005 20111214143904.0
006 m e d
007 cr bn |||m|||a
008 130501s2011 waua ob 001 0 eng d
010 $z 2011046108
020 $a 9780819488220 (electronic)
020 $z 9780819488213 (print)
024 7 $a 10.1117/3.903451 $2 doi
035 $a (OCoLC)769743422
035 $a (CaBNVSL)gtp00550533
035 $a 9780819488220
040 $a CaBNVSL $c CaBNVSL $d CaBNVSL
050 4 $a TK5102.92 $b .N66 2011e
082 0 4 $a 621.382/23 $2 23
100 1 $a Noonan, Joseph. $3 877422
245 1 0 $a Signal and image restoration $h [electronic resource] : $b information-theoretic approaches / $c Joseph Noonan, Prabahan Basu.
260 $a Bellingham, Wash. (1000 20th St. Bellingham WA 98225-6705 USA) : $b SPIE, $c 2011.
300 $a 1 online resource (100 p.) : $b ill., digital file.
490 1 $a SPIE Press monograph ; $v PM213
500 $a "SPIE Digital Library."--Website.
504 $a Includes bibliographical references.
505 0 $a Preface -- Chapter 1. Information theory preliminaries -- Chapter 2. The inverse problem -- Chapter 3. Review of signal restoration techniques -- Chapter 4. Maximum-entropy density estimation -- Chapter 5. Error bounds for maximum-entropy estimates -- Chapter 6. The stabilizing-functional approach to regularization -- Chapter 7. Applying information-theoretic distances and the GMF -- Chapter 8. Special cases of the GMF -- Chapter 9. Applications -- Appendix A. Generalized projections -- Appendix B. Definitions from linear algebra -- Appendix C. Definitions from analysis -- Appendix D. Notation -- Appendix E. Acronyms.
506 $a Restricted to subscribers or individual electronic text purchasers.
520 $a The goal of this book is to present a unified information-theoretic approach to solve estimation problems commonly faced in signal processing applications. The authors provide new approaches to this problem, as well as new interpretations for existing techniques. Major applications of this work include image restoration, communication channel estimation, text restoration, and system modeling. A general approach to solving a number of detection and estimation problems utilizing concepts from information theory is developed, and the theoretical development of the approach-as well as important applications-is given.
530 $a Also available in print version.
538 $a Mode of access: World Wide Web.
538 $a System requirements: Adobe Acrobat Reader.
588 $a Title from PDF title page (SPIE eBooks Website, viewed 2011-12-13).
650 0 $a Signal theory (Telecommunication) $3 632492
650 0 $a Data recovery (Computer science) $3 681291
650 0 $a Image reconstruction. $3 722023
655 0 $a Electronic books. $2 local $3 554714
700 1 $a Basu, Prabahan. $3 877423
710 2 $a Society of Photo-optical Instrumentation Engineers. $3 700253
830 0 $a SPIE Press monograph ; $v PM103. $3 877204
830 0 $a SPIE Digital Library. $3 877386
856 4 0 $3 SPIE $u http://dx.doi.org/10.1117/3.903451