Class information for:
Level 1: FACIAL EXPRESSION RECOGNITION//3D FACE RECOGNITION//FACIAL EXPRESSION ANALYSIS

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
9664 1133 36.6 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
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
791 2             FACE RECOGNITION//BIOMETRICS//IRIS RECOGNITION 12126
9664 1                   FACIAL EXPRESSION RECOGNITION//3D FACE RECOGNITION//FACIAL EXPRESSION ANALYSIS 1133

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 FACIAL EXPRESSION RECOGNITION authKW 2791390 15% 61% 170
2 3D FACE RECOGNITION authKW 1584000 6% 85% 69
3 FACIAL EXPRESSION ANALYSIS authKW 574897 3% 67% 32
4 ACTIVE APPEARANCE MODELS authKW 517583 4% 39% 49
5 FACE ALIGNMENT authKW 492682 3% 63% 29
6 EXPRESSION RECOGNITION authKW 317034 2% 59% 20
7 FACIAL FEATURE TRACKING authKW 303625 1% 87% 13
8 3D FACIAL EXPRESSION RECOGNITION authKW 296442 1% 100% 11
9 FACIAL LANDMARK LOCALIZATION authKW 250832 1% 85% 11
10 FACIAL LANDMARK DETECTION authKW 198442 1% 82% 9

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 64431 62% 0% 701
2 Engineering, Electrical & Electronic 8327 50% 0% 568
3 Computer Science, Cybernetics 7861 8% 0% 89
4 Computer Science, Theory & Methods 7299 22% 0% 254
5 Computer Science, Software Engineering 5884 17% 0% 192
6 Imaging Science & Photographic Technology 1935 6% 0% 68
7 Computer Science, Information Systems 1875 11% 0% 125
8 Optics 546 10% 0% 118
9 Robotics 129 1% 0% 12
10 Telecommunications 112 3% 0% 37

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 SPEECH AUDIO IMAGE VIDEO TECHNOL 60634 0% 75% 3
2 VIS SENSING GRP 60634 0% 75% 3
3 GAMEWARE 53899 0% 100% 2
4 ANGLIA RUSKIN IT 48506 0% 60% 3
5 AUTOMATED REASONING COGNIT CHONGQING 35931 0% 67% 2
6 AIM TECH 26949 0% 100% 1
7 ARTIFICIAL VIS BIOMETRY GRP 26949 0% 100% 1
8 AUTOMAT CONTROL MECH 26949 0% 100% 1
9 BECKMAN ADV TECHNOL DEV 26949 0% 100% 1
10 CBCSL 26949 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 AFFECTIVE COMPUTING 75679 2% 12% 24
2 IMAGE AND VISION COMPUTING 73914 7% 3% 84
3 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 28676 6% 2% 70
4 PATTERN RECOGNITION 20920 6% 1% 73
5 COMPUTER VISION AND IMAGE UNDERSTANDING 15812 3% 2% 34
6 PATTERN RECOGNITION LETTERS 11158 4% 1% 49
7 IET COMPUTER VISION 10187 1% 3% 13
8 EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING 9919 1% 3% 13
9 IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 9201 2% 2% 22
10 INTERNATIONAL JOURNAL OF COMPUTER VISION 8659 2% 1% 24

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 FACIAL EXPRESSION RECOGNITION 2791390 15% 61% 170 Search FACIAL+EXPRESSION+RECOGNITION Search FACIAL+EXPRESSION+RECOGNITION
2 3D FACE RECOGNITION 1584000 6% 85% 69 Search 3D+FACE+RECOGNITION Search 3D+FACE+RECOGNITION
3 FACIAL EXPRESSION ANALYSIS 574897 3% 67% 32 Search FACIAL+EXPRESSION+ANALYSIS Search FACIAL+EXPRESSION+ANALYSIS
4 ACTIVE APPEARANCE MODELS 517583 4% 39% 49 Search ACTIVE+APPEARANCE+MODELS Search ACTIVE+APPEARANCE+MODELS
5 FACE ALIGNMENT 492682 3% 63% 29 Search FACE+ALIGNMENT Search FACE+ALIGNMENT
6 EXPRESSION RECOGNITION 317034 2% 59% 20 Search EXPRESSION+RECOGNITION Search EXPRESSION+RECOGNITION
7 FACIAL FEATURE TRACKING 303625 1% 87% 13 Search FACIAL+FEATURE+TRACKING Search FACIAL+FEATURE+TRACKING
8 3D FACIAL EXPRESSION RECOGNITION 296442 1% 100% 11 Search 3D+FACIAL+EXPRESSION+RECOGNITION Search 3D+FACIAL+EXPRESSION+RECOGNITION
9 FACIAL LANDMARK LOCALIZATION 250832 1% 85% 11 Search FACIAL+LANDMARK+LOCALIZATION Search FACIAL+LANDMARK+LOCALIZATION
10 FACIAL LANDMARK DETECTION 198442 1% 82% 9 Search FACIAL+LANDMARK+DETECTION Search FACIAL+LANDMARK+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 LEI, YJ , GUO, YL , HAYAT, M , BENNAMOUN, M , ZHOU, XZ , (2016) A TWO-PHASE WEIGHTED COLLABORATIVE REPRESENTATION FOR 3D PARTIAL FACE RECOGNITION WITH SINGLE SAMPLE.PATTERN RECOGNITION. VOL. 52. ISSUE . P. 218 -237 30 68% 4
2 SARIYANIDI, E , GUNES, H , CAVALLARO, A , (2015) AUTOMATIC ANALYSIS OF FACIAL AFFECT: A SURVEY OF REGISTRATION, REPRESENTATION, AND RECOGNITION.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 37. ISSUE 6. P. 1113 -1133 38 50% 22
3 ZHAO, XM , ZHANG, SQ , (2016) A REVIEW ON FACIAL EXPRESSION RECOGNITION: FEATURE EXTRACTION AND CLASSIFICATION.IETE TECHNICAL REVIEW. VOL. 33. ISSUE 5. P. 505 -517 35 69% 0
4 CORNEANU, CA , SIMON, MO , COHN, JF , GUERRERO, SE , (2016) SURVEY ON RGB, 3D, THERMAL, AND MULTIMODAL APPROACHES FOR FACIAL EXPRESSION RECOGNITION: HISTORY, TRENDS, AND AFFECT-RELATED APPLICATIONS.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 38. ISSUE 8. P. 1548 -1568 42 48% 1
5 GUO, YL , LEI, YJ , LIU, L , WANG, Y , BENNAMOUN, M , SOHELF, F , (2016) EI3D: EXPRESSION-INVARIANT 3D FACE RECOGNITION BASED ON FEATURE AND SHAPE MATCHING.PATTERN RECOGNITION LETTERS. VOL. 83. ISSUE . P. 403 -412 25 83% 0
6 SMEETS, D , CLAES, P , HERMANS, J , VANDERMEULEN, D , SUETENS, P , (2012) A COMPARATIVE STUDY OF 3-D FACE RECOGNITION UNDER EXPRESSION VARIATIONS.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. VOL. 42. ISSUE 5. P. 710 -727 28 72% 21
7 DRIRA, H , BEN AMOR, B , SRIVASTAVA, A , DAOUDI, M , SLAMA, R , (2013) 3D FACE RECOGNITION UNDER EXPRESSIONS, OCCLUSIONS, AND POSE VARIATIONS.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 35. ISSUE 9. P. 2270 -2283 18 90% 56
8 VENKATESH, YV , KASSIM, AA , YUAN, J , NGUYEN, TD , (2012) ON THE SIMULTANEOUS RECOGNITION OF IDENTITY AND EXPRESSION FROM BU-3DFE DATASETS.PATTERN RECOGNITION LETTERS. VOL. 33. ISSUE 13. P. 1785-1793 27 77% 8
9 ZHANG, X , MAHOOR, MH , (2016) TASK-DEPENDENT MULTI-TASK MULTIPLE KERNEL LEARNING FOR FACIAL ACTION UNIT DETECTION.PATTERN RECOGNITION. VOL. 51. ISSUE . P. 187 -196 23 66% 3
10 LI, HB , HUANG, D , MORVAN, JM , CHEN, LM , WANG, YH , (2014) EXPRESSION-ROBUST 3D FACE RECOGNITION VIA WEIGHTED SPARSE REPRESENTATION OF MULTI-SCALE AND MULTI-COMPONENT LOCAL NORMAL PATTERNS.NEUROCOMPUTING. VOL. 133. ISSUE . P. 179 -193 24 71% 11

Classes with closest relation at Level 1



Rank Class id link
1 13587 FACIAL ANIMATION//AUDIO VISUAL SPEECH RECOGNITION//FACE ANIMATION
2 10978 AFFECTIVE COMPUTING//SPEECH EMOTION RECOGNITION//EMOTION RECOGNITION
3 127 FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING
4 23537 GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION
5 25892 HEAD POSE ESTIMATION//DRIVING POSTURES//DRIVER MONITORING SYSTEM
6 7656 FACE DETECTION//EYE DETECTION//GAZE ESTIMATION
7 33168 EAR RECOGNITION//EAR BIOMETRICS//EARPRINT
8 8726 STATISTICAL SHAPE MODEL//ACTIVE SHAPE MODEL//CARDIAC SEGMENTATION
9 8663 RANGE IMAGE//3D OBJECT RECOGNITION//3D REGISTRATION
10 35947 CONTENT PRESENTATION//DIAGNOSIS IN INTERNAL MEDICINE//INTELLIGENT CAD

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