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Machine learning in image steganalysis

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Machine learning in image steganalysis/ Hans Georg Schaathun.
作者:	Schaathun, Hans Georg.
出版者:	Chichester, West Sussex, U.K. :John Wiley, : 2012.,
面頁冊數:	1 online resource (x, 284 p.)ill. :
標題:	Machine learning. -
電子資源:	http://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=6331046
ISBN:	9781118437957 (electronic bk.)

Machine learning in image steganalysis
Schaathun, Hans Georg.

Machine learning in image steganalysis[electronic resource] /Hans Georg Schaathun. - Chichester, West Sussex, U.K. :John Wiley,2012. - 1 online resource (x, 284 p.)ill.

Includes bibliographical references and index.

Front Matter -- Overview. Introduction -- Steganography and Steganalysis -- Getting Started with a Classifier -- Features. Histogram Analysis -- Bit-Plane Analysis -- More Spatial Domain Features -- The Wavelets Domain -- Steganalysis in the JPEG Domain -- Calibration Techniques -- Classifiers. Simulation and Evaluation -- Support Vector Machines -- Other Classification Algorithms -- Feature Selection and Evaluation -- The Steganalysis Problem -- Future of the Field -- Bibliography -- Index.

"The only book to look at steganalysis from the perspective of machine learning theory, and to apply the common technique of machine learning to the particular field of steganalysis; ideal for people working in both disciplines"--

ISBN: 9781118437957 (electronic bk.)

Standard No.: 9786613916372

Source: 10.1002/9781118437957Wiley InterSciencehttp://www3.interscience.wiley.com

LCCN: 2012024649Subjects--Topical Terms:

561253
Machine learning.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: Q325.5 / .S285 2012

Dewey Class. No.: 006.3/1

Machine learning in image steganalysis
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245 1 0 $a Machine learning in image steganalysis $h [electronic resource] / $c Hans Georg Schaathun.
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300 $a 1 online resource (x, 284 p.) $b ill.
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505 0 $a Front Matter -- Overview. Introduction -- Steganography and Steganalysis -- Getting Started with a Classifier -- Features. Histogram Analysis -- Bit-Plane Analysis -- More Spatial Domain Features -- The Wavelets Domain -- Steganalysis in the JPEG Domain -- Calibration Techniques -- Classifiers. Simulation and Evaluation -- Support Vector Machines -- Other Classification Algorithms -- Feature Selection and Evaluation -- The Steganalysis Problem -- Future of the Field -- Bibliography -- Index.
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