國立虎尾科技大學 |

Digital Image Forensics = Theory and Implementation /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Digital Image Forensics/ by Aniket Roy, Rahul Dixit, Ruchira Naskar, Rajat Subhra Chakraborty.
其他題名:	Theory and Implementation /
作者:	Roy, Aniket.
其他作者:	Chakraborty, Rajat Subhra.
面頁冊數:	XVI, 89 p. 45 illus., 32 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Cybercrime. -
電子資源:	https://doi.org/10.1007/978-981-10-7644-2
ISBN:	9789811076442

Digital Image Forensics = Theory and Implementation /
Roy, Aniket.

Digital Image ForensicsTheory and Implementation /[electronic resource] :by Aniket Roy, Rahul Dixit, Ruchira Naskar, Rajat Subhra Chakraborty. - 1st ed. 2020. - XVI, 89 p. 45 illus., 32 illus. in color.online resource. - Studies in Computational Intelligence,7551860-949X ;. - Studies in Computational Intelligence,564.

Chapter 1: Introduction -- Chapter 2: Source Camera Identification Using Statistical Features -- Chapter 3: Copy Move Forgery Detection in Digital Images – A Survey and Analysis -- Chapter 4: Copy–Move Forgery Detection exploiting Statistical Image Features -- Chapter 5: Blur-invariant Copy-move Forgery Detection utilizing SWT-SVD -- Chapter 6: Copy–Move Forgery Detection with Similar but Genuine Objects using Texture Features -- Chapter 7: Conclusions and Future Work.

This book discusses blind investigation and recovery of digital evidence left behind on digital devices, primarily for the purpose of tracing cybercrime sources and criminals. It presents an overview of the challenges of digital image forensics, with a specific focus on two of the most common forensic problems. The first part of the book addresses image source investigation, which involves mapping an image back to its camera source to facilitate investigating and tracing the source of a crime. The second part of the book focuses on image-forgery detection, primarily focusing on “copy-move forgery” in digital images, and presenting effective solutions to copy-move forgery detection with an emphasis on additional related challenges such as blur-invariance, similar genuine object identification, etc. The book concludes with future research directions, including counter forensics. With the necessary mathematical information in every chapter, the book serves as a useful reference resource for researchers and professionals alike. In addition, it can also be used as a supplementary text for upper-undergraduate and graduate-level courses on “Digital Image Processing”, “Information Security”, “Machine Learning”, “Computer Vision” and “Multimedia Security and Forensics”.

ISBN: 9789811076442

Standard No.: 10.1007/978-981-10-7644-2doiSubjects--Topical Terms:

1109747
Cybercrime.

LC Class. No.: TK5102.9

Dewey Class. No.: 621.382

Digital Image Forensics = Theory and Implementation /
LDR:03236nam a22004215i 4500 001 1018564
003 DE-He213
005 20200629210804.0
007 cr nn 008mamaa
008 210318s2020 si | s |||| 0|eng d
020 $a 9789811076442 $9 978-981-10-7644-2
024 7 $a 10.1007/978-981-10-7644-2 $2 doi
035 $a 978-981-10-7644-2
050 4 $a TK5102.9
050 4 $a TA1637-1638
072 7 $a TTBM $2 bicssc
072 7 $a TEC008000 $2 bisacsh
072 7 $a TTBM $2 thema
072 7 $a UYS $2 thema
082 0 4 $a 621.382 $2 23
100 1 $a Roy, Aniket. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1313577
245 1 0 $a Digital Image Forensics $h [electronic resource] : $b Theory and Implementation / $c by Aniket Roy, Rahul Dixit, Ruchira Naskar, Rajat Subhra Chakraborty.
250 $a 1st ed. 2020.
264 1 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2020.
300 $a XVI, 89 p. 45 illus., 32 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Studies in Computational Intelligence, $x 1860-949X ; $v 755
505 0 $a Chapter 1: Introduction -- Chapter 2: Source Camera Identification Using Statistical Features -- Chapter 3: Copy Move Forgery Detection in Digital Images – A Survey and Analysis -- Chapter 4: Copy–Move Forgery Detection exploiting Statistical Image Features -- Chapter 5: Blur-invariant Copy-move Forgery Detection utilizing SWT-SVD -- Chapter 6: Copy–Move Forgery Detection with Similar but Genuine Objects using Texture Features -- Chapter 7: Conclusions and Future Work.
520 $a This book discusses blind investigation and recovery of digital evidence left behind on digital devices, primarily for the purpose of tracing cybercrime sources and criminals. It presents an overview of the challenges of digital image forensics, with a specific focus on two of the most common forensic problems. The first part of the book addresses image source investigation, which involves mapping an image back to its camera source to facilitate investigating and tracing the source of a crime. The second part of the book focuses on image-forgery detection, primarily focusing on “copy-move forgery” in digital images, and presenting effective solutions to copy-move forgery detection with an emphasis on additional related challenges such as blur-invariance, similar genuine object identification, etc. The book concludes with future research directions, including counter forensics. With the necessary mathematical information in every chapter, the book serves as a useful reference resource for researchers and professionals alike. In addition, it can also be used as a supplementary text for upper-undergraduate and graduate-level courses on “Digital Image Processing”, “Information Security”, “Machine Learning”, “Computer Vision” and “Multimedia Security and Forensics”.
650 2 4 $a Cybercrime. $3 1109747
650 2 4 $a Image Processing and Computer Vision. $3 670819
650 1 4 $a Signal, Image and Speech Processing. $3 670837
650 0 $a Computer crimes. $3 564161
650 0 $a Optical data processing. $3 639187
650 0 $a Speech processing systems. $3 564428
650 0 $a Image processing. $3 557495
650 0 $a Signal processing. $3 561459
700 1 $a Chakraborty, Rajat Subhra. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 974990
700 1 $a Naskar, Ruchira. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 974989
700 1 $a Dixit, Rahul. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1313578
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9789811076435
776 0 8 $i Printed edition: $z 9789811076459
830 0 $a Studies in Computational Intelligence, $x 1860-949X ; $v 564 $3 1253640
856 4 0 $u https://doi.org/10.1007/978-981-10-7644-2
912 $a ZDB-2-ENG
912 $a ZDB-2-SXE
950 $a Engineering (SpringerNature-11647)
950 $a Engineering (R0) (SpringerNature-43712)