Class information for:
Level 1: IMAGE FORENSICS//DIGITAL IMAGE FORENSICS//COPY MOVE FORGERY

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
18749 537 28.3 47%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
386 3       IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY//VIDEO CODING//H264 AVC 31056
2087 2             STEGANOGRAPHY//WATERMARKING//DIGITAL WATERMARKING 5201
18749 1                   IMAGE FORENSICS//DIGITAL IMAGE FORENSICS//COPY MOVE FORGERY 537

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IMAGE FORENSICS authKW 4708023 18% 87% 95
2 DIGITAL IMAGE FORENSICS authKW 2563416 9% 96% 47
3 COPY MOVE FORGERY authKW 1421543 5% 100% 25
4 VIDEO FORENSICS authKW 1026352 4% 95% 19
5 DIGITAL FORENSICS authKW 730985 11% 21% 60
6 IMAGE FORGERY authKW 686401 2% 93% 13
7 IMAGE FORGERY DETECTION authKW 682341 2% 100% 12
8 IMAGE SPLICING authKW 682341 2% 100% 12
9 SENSOR PATTERN NOISE authKW 682341 2% 100% 12
10 COPY MOVE FORGERY DETECTION authKW 629851 2% 92% 12

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Theory & Methods 6293 30% 0% 161
2 Engineering, Electrical & Electronic 4827 55% 0% 296
3 Medicine, Legal 3709 9% 0% 48
4 Computer Science, Information Systems 3063 20% 0% 107
5 Computer Science, Artificial Intelligence 2212 17% 0% 92
6 Computer Science, Software Engineering 2136 15% 0% 80
7 Imaging Science & Photographic Technology 790 6% 0% 30
8 Computer Science, Interdisciplinary Applications 260 7% 0% 35
9 Engineering, General 120 4% 0% 22
10 Telecommunications 114 4% 0% 24

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 OFF S129A 170585 1% 100% 3
2 GUANGDONG INFORMAT SECUR TECHNOL 120967 2% 21% 10
3 FORENS AUDIO 113723 0% 100% 2
4 SOUTH CHINA BUSINESS 102349 1% 60% 3
5 SOFTWARE ENGN ARTIFICIAL INTELLIGENCE DISI 89867 1% 23% 7
6 GUANGDONG INFORMAT SECUR 75814 0% 67% 2
7 SYST MODELING DEPENDABIL 75814 0% 67% 2
8 AIZAWA 56862 0% 100% 1
9 ASSOCIATE CHAIR COMP SCI 56862 0% 100% 1
10 COMP GR H VISULISAT 56862 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 469847 20% 8% 108
2 DIGITAL INVESTIGATION 76301 4% 6% 24
3 CRIME LABORATORY DIGEST 13989 1% 6% 4
4 MULTIMEDIA TOOLS AND APPLICATIONS 10431 5% 1% 25
5 INTERNATIONAL JOURNAL OF SPEECH LANGUAGE AND THE LAW 10217 1% 4% 5
6 JOURNAL OF THE AUDIO ENGINEERING SOCIETY 7013 3% 1% 14
7 IEEE SIGNAL PROCESSING LETTERS 5842 4% 0% 21
8 FORENSIC SCIENCE INTERNATIONAL 5325 5% 0% 27
9 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 5139 2% 1% 12
10 JOURNAL OF ELECTRONIC IMAGING 3953 2% 1% 12

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 IMAGE FORENSICS 4708023 18% 87% 95 Search IMAGE+FORENSICS Search IMAGE+FORENSICS
2 DIGITAL IMAGE FORENSICS 2563416 9% 96% 47 Search DIGITAL+IMAGE+FORENSICS Search DIGITAL+IMAGE+FORENSICS
3 COPY MOVE FORGERY 1421543 5% 100% 25 Search COPY+MOVE+FORGERY Search COPY+MOVE+FORGERY
4 VIDEO FORENSICS 1026352 4% 95% 19 Search VIDEO+FORENSICS Search VIDEO+FORENSICS
5 DIGITAL FORENSICS 730985 11% 21% 60 Search DIGITAL+FORENSICS Search DIGITAL+FORENSICS
6 IMAGE FORGERY 686401 2% 93% 13 Search IMAGE+FORGERY Search IMAGE+FORGERY
7 IMAGE FORGERY DETECTION 682341 2% 100% 12 Search IMAGE+FORGERY+DETECTION Search IMAGE+FORGERY+DETECTION
8 IMAGE SPLICING 682341 2% 100% 12 Search IMAGE+SPLICING Search IMAGE+SPLICING
9 SENSOR PATTERN NOISE 682341 2% 100% 12 Search SENSOR+PATTERN+NOISE Search SENSOR+PATTERN+NOISE
10 COPY MOVE FORGERY DETECTION 629851 2% 92% 12 Search COPY+MOVE+FORGERY+DETECTION Search COPY+MOVE+FORGERY+DETECTION

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 QURESHI, MA , DERICHE, M , (2015) A BIBLIOGRAPHY OF PIXEL-BASED BLIND IMAGE FORGERY DETECTION TECHNIQUES.SIGNAL PROCESSING-IMAGE COMMUNICATION. VOL. 39. ISSUE . P. 46 -74 58 87% 5
2 BIRAJDAR, GK , MANKAR, VH , (2013) DIGITAL IMAGE FORGERY DETECTION USING PASSIVE TECHNIQUES: A SURVEY.DIGITAL INVESTIGATION. VOL. 10. ISSUE 3. P. 226 -245 39 95% 43
3 STAMM, MC , WU, M , LIU, KJR , (2013) INFORMATION FORENSICS: AN OVERVIEW OF THE FIRST DECADE.IEEE ACCESS. VOL. 1. ISSUE . P. 167 -200 42 56% 32
4 JAHANIRAD, M , WAHAB, AWA , ANUAR, NB , (2016) AN EVOLUTION OF IMAGE SOURCE CAMERA ATTRIBUTION APPROACHES.FORENSIC SCIENCE INTERNATIONAL. VOL. 262. ISSUE . P. 242 -275 40 62% 0
5 ABD WARIF, NB , WAHAB, AWA , IDRIS, MYI , RAMLI, R , SALLEH, R , SHAMSHIRBAND, S , CHOO, KKR , (2016) COPY-MOVE FORGERY DETECTION: SURVEY, CHALLENGES AND FUTURE DIRECTIONS.JOURNAL OF NETWORK AND COMPUTER APPLICATIONS. VOL. 75. ISSUE . P. 259 -278 30 67% 0
6 MAHDIAN, B , SAIC, S , (2010) A BIBLIOGRAPHY ON BLIND METHODS FOR IDENTIFYING IMAGE FORGERY.SIGNAL PROCESSING-IMAGE COMMUNICATION. VOL. 25. ISSUE 6. P. 389 -399 22 88% 49
7 CAO, G , ZHAO, Y , NI, RR , OU, B , WANG, YB , (2014) FORENSIC DETECTION OF NOISE ADDITION IN DIGITAL IMAGES.JOURNAL OF ELECTRONIC IMAGING. VOL. 23. ISSUE 2. P. - 18 100% 1
8 SAVARI, M , WAHAB, AWA , ANUAR, NB , (2016) HIGH-PERFORMANCE COMBINATION METHOD OF ELECTRIC NETWORK FREQUENCY AND PHASE FOR AUDIO FORGERY DETECTION IN BATTERY-POWERED DEVICES.FORENSIC SCIENCE INTERNATIONAL. VOL. 266. ISSUE . P. 427 -439 16 100% 0
9 BI, XL , PUN, CM , YUAN, XC , (2016) MULTI-LEVEL DENSE DESCRIPTOR AND HIERARCHICAL FEATURE MATCHING FOR COPY-MOVE FORGERY DETECTION.INFORMATION SCIENCES. VOL. 345. ISSUE . P. 226 -242 18 72% 3
10 HUA, G , ZHANG, Y , GOH, J , THING, VLL , (2016) AUDIO AUTHENTICATION BY EXPLORING THE ABSOLUTE-ERROR-MAP OF ENF SIGNALS.IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. VOL. 11. ISSUE 5. P. 1003 -1016 17 89% 0

Classes with closest relation at Level 1


Rank Class id link
1 5060 STEGANOGRAPHY//REVERSIBLE DATA HIDING//STEGANALYSIS
2 36695 AUDIO RESTORATION//AUDIO ARCHIVES//OUTLIER DETECTION AND ELIMINATION
3 896 DIGITAL WATERMARKING//WATERMARKING//COPYRIGHT PROTECTION
4 22137 BLOCKING ARTIFACTS//DEBLOCKING//VIDEO POST PROCESSING
5 22202 DEMOSAICKING//COLOR FILTER ARRAY//COLOR FILTER ARRAY CFA
6 36636 STREAM AUTHENTICATION//MULTIMEDIA AUTHENTICATION//MULTICAST AUTHENTICATION
7 17053 DIGITAL INVESTIGATION//DIGITAL FORENSICS//COMPUTER FORENSICS
8 1477 IMAGE MATCHING//SIFT//SCENE CLASSIFICATION
9 26572 PHASE CORRELATION//PHASE ONLY CORRELATION//DISCREPANCY NORM
10 6285 MOMENT INVARIANTS//ZERNIKE MOMENTS//ORTHOGONAL MOMENTS

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