Class information for:
Level 3: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
26 111824 28.2 48%



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
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
83 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION 27200
442 2             COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION 16202
496 2             CONTENT BASED IMAGE RETRIEVAL//OBJECT TRACKING//ACTION RECOGNITION 15372
589 2             COMPUTER GRAPHICS FORUM//ACM TRANSACTIONS ON GRAPHICS//COMPUTER SCIENCE, SOFTWARE ENGINEERING 14179
765 2             IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION 12312
791 2             FACE RECOGNITION//BIOMETRICS//IRIS RECOGNITION 12126
1785 2             MATHEMATICAL MORPHOLOGY//DIGITAL TOPOLOGY//DIGITAL GEOMETRY 6348
2413 2             CHARACTER RECOGNITION//HANDWRITING RECOGNITION//INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION 4166
2490 2             TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA 3919

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 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 2015214 35% 20% 39270
2 PATTERN RECOGNITION journal 719020 4% 63% 4262
3 COMPUTER SCIENCE, SOFTWARE ENGINEERING WoSSC 701119 19% 13% 20765
4 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE journal 669559 3% 74% 3369
5 PATTERN RECOGNITION LETTERS journal 516305 3% 58% 3318
6 IEEE TRANSACTIONS ON IMAGE PROCESSING journal 513875 3% 59% 3229
7 IMAGE AND VISION COMPUTING journal 428322 2% 79% 2016
8 COMPUTER GRAPHICS FORUM journal 402766 2% 70% 2117
9 ACM TRANSACTIONS ON GRAPHICS journal 399755 2% 73% 2029
10 COMPUTER VISION AND IMAGE UNDERSTANDING journal 373341 1% 84% 1645

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, Artificial Intelligence 2015214 35% 20% 39270
2 Computer Science, Software Engineering 701119 19% 13% 20765
3 Engineering, Electrical & Electronic 360305 34% 4% 38260
4 Imaging Science & Photographic Technology 271605 7% 13% 7962
5 Computer Science, Theory & Methods 257169 14% 7% 15307
6 Computer Science, Information Systems 140824 10% 5% 10855
7 Robotics 100591 3% 12% 3155
8 Computer Science, Cybernetics 53530 2% 9% 2379
9 Optics 33018 9% 2% 9507
10 Computer Science, Interdisciplinary Applications 24788 5% 2% 5186

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 COMP SCI 217070 10% 8% 11382
2 COMP VIS 106770 1% 60% 655
3 COMP SCI ENGN 105290 3% 11% 3803
4 COMP SCI TECHNOL 96377 2% 16% 2362
5 AUTOMAT 77305 2% 13% 2335
6 PATTERN RECOGNIT 64167 1% 41% 588
7 IMAGE PROC PATTERN RECOGNIT 48250 0% 51% 354
8 COMP 45316 2% 9% 2064
9 STATE CADCG 45162 0% 55% 305
10 COMP ENGN 45050 2% 10% 1814

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 PATTERN RECOGNITION 719020 4% 63% 4262
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 669559 3% 74% 3369
3 PATTERN RECOGNITION LETTERS 516305 3% 58% 3318
4 IEEE TRANSACTIONS ON IMAGE PROCESSING 513875 3% 59% 3229
5 IMAGE AND VISION COMPUTING 428322 2% 79% 2016
6 COMPUTER GRAPHICS FORUM 402766 2% 70% 2117
7 ACM TRANSACTIONS ON GRAPHICS 399755 2% 73% 2029
8 COMPUTER VISION AND IMAGE UNDERSTANDING 373341 1% 84% 1645
9 INTERNATIONAL JOURNAL OF COMPUTER VISION 366748 1% 87% 1554
10 VISUAL COMPUTER 195891 1% 66% 1093

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 SEGMENTATION 319950 2% 56% 2131 Search IMAGE+SEGMENTATION Search IMAGE+SEGMENTATION
2 FACE RECOGNITION 318038 2% 61% 1930 Search FACE+RECOGNITION Search FACE+RECOGNITION
3 COMPUTER VISION 179912 1% 49% 1367 Search COMPUTER+VISION Search COMPUTER+VISION
4 SEGMENTATION 157436 2% 31% 1906 Search SEGMENTATION Search SEGMENTATION
5 COMPRESSED SENSING 154172 1% 57% 1007 Search COMPRESSED+SENSING Search COMPRESSED+SENSING
6 IMAGE RESTORATION 146236 1% 65% 830 Search IMAGE+RESTORATION Search IMAGE+RESTORATION
7 SPARSE REPRESENTATION 146172 1% 61% 882 Search SPARSE+REPRESENTATION Search SPARSE+REPRESENTATION
8 FEATURE EXTRACTION 145131 1% 35% 1551 Search FEATURE+EXTRACTION Search FEATURE+EXTRACTION
9 IMAGE RETRIEVAL 142309 1% 77% 687 Search IMAGE+RETRIEVAL Search IMAGE+RETRIEVAL
10 IMAGE DENOISING 131117 1% 78% 618 Search IMAGE+DENOISING Search IMAGE+DENOISING

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 PARAGIOS, N , SOTIRAS, A , DAVATZIKOS, C , (2013) DEFORMABLE MEDICAL IMAGE REGISTRATION: A SURVEY.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 32. ISSUE 7. P. 1153 -1190 251 83% 189
2 NASROLLAHI, K , MOESLUND, TB , (2014) SUPER-RESOLUTION: A COMPREHENSIVE SURVEY.MACHINE VISION AND APPLICATIONS. VOL. 25. ISSUE 6. P. 1423 -1468 217 96% 48
3 LI, ST , KANG, XD , FANG, LY , HU, JW , YIN, HT , (2017) PIXEL-LEVEL IMAGE FUSION: A SURVEY OF THE STATE OF THE ART.INFORMATION FUSION. VOL. 33. ISSUE . P. 100 -112 98 89% 4
4 ZITOVA, B , FLUSSER, J , (2003) IMAGE REGISTRATION METHODS: A SURVEY.IMAGE AND VISION COMPUTING. VOL. 21. ISSUE 11. P. 977 -1000 119 88% 2617
5 PAPARI, G , PETKOV, N , (2011) EDGE AND LINE ORIENTED CONTOUR DETECTION: STATE OF THE ART.IMAGE AND VISION COMPUTING. VOL. 29. ISSUE 2-3. P. 79 -103 194 83% 110
6 SAHA, PK , STRAND, R , BORGEFORS, G , (2015) DIGITAL TOPOLOGY AND GEOMETRY IN MEDICAL IMAGING: A SURVEY.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 34. ISSUE 9. P. 1940 -1964 208 84% 1
7 OLIVEIRA, FPM , TAVARES, JMRS , (2014) MEDICAL IMAGE REGISTRATION: A REVIEW.COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING. VOL. 17. ISSUE 2. P. 73 -93 162 74% 67
8 FORTUN, D , BOUTHEMY, P , KERVRANN, C , (2015) OPTICAL FLOW MODELING AND COMPUTATION: A SURVEY.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 134. ISSUE . P. 1 -21 133 93% 20
9 VANTARAM, SR , SABER, E , (2012) SURVEY OF CONTEMPORARY TRENDS IN COLOR IMAGE SEGMENTATION.JOURNAL OF ELECTRONIC IMAGING. VOL. 21. ISSUE 4. P. - 177 89% 22
10 SMEULDERS, AWM , WORRING, M , SANTINI, S , GUPTA, A , JAIN, R , (2000) CONTENT-BASED IMAGE RETRIEVAL AT THE END OF THE EARLY YEARS.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 22. ISSUE 12. P. 1349 -1380 85 86% 2350

Classes with closest relation at Level 3



Rank Class id link
1 532 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//REINFORCEMENT LEARNING//ICCA JOURNAL
2 386 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY//VIDEO CODING//H264 AVC
3 211 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//DATA MINING
4 624 BRITISH TELECOMMUNICATIONS ENGINEERING//IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING//SPEECH ENHANCEMENT
5 568 COMPUTER AIDED GEOMETRIC DESIGN//ISOGEOMETRIC ANALYSIS//COMPUTER-AIDED DESIGN
6 149 REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//INTERNATIONAL JOURNAL OF REMOTE SENSING
7 571 ANATOMICAL SCIENCES EDUCATION//WIRELESS POWER TRANSFER//IMAGE GUIDED SURGERY
8 217 OPTICS//APPLIED OPTICS//OPTICAL ENGINEERING
9 488 JOURNAL OF GEODESY//GRACE//GPS SOLUTIONS
10 421 ERGONOMICS//HUMAN FACTORS//IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

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