Class information for:
Level 1: FACIAL EXPRESSION RECOGNITION//ACTIVE APPEARANCE MODELS//FACIAL EXPRESSION ANALYSIS

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
37 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 110459
85 2             FACE RECOGNITION//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//ACTION RECOGNITION 27122
11033 1                   FACIAL EXPRESSION RECOGNITION//ACTIVE APPEARANCE MODELS//FACIAL EXPRESSION ANALYSIS 1042

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FACIAL EXPRESSION RECOGNITION authKW 3579664 18% 62% 190
2 ACTIVE APPEARANCE MODELS authKW 865637 6% 47% 61
3 FACIAL EXPRESSION ANALYSIS authKW 658712 3% 66% 33
4 FACE ALIGNMENT authKW 609913 3% 61% 33
5 EXPRESSION RECOGNITION authKW 424884 2% 59% 24
6 FACIAL LANDMARK LOCALIZATION authKW 370497 1% 88% 14
7 FACIAL FEATURE TRACKING authKW 319457 1% 81% 13
8 3D FACIAL EXPRESSION RECOGNITION authKW 252038 1% 83% 10
9 SMILE DETECTION authKW 244982 1% 90% 9
10 ACTIVE APPEARANCE MODEL AAM authKW 243970 1% 73% 11

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 56715 61% 0% 635
2 Computer Science, Cybernetics 8826 9% 0% 91
3 Engineering, Electrical & Electronic 7512 50% 0% 520
4 Computer Science, Software Engineering 6304 18% 0% 190
5 Computer Science, Theory & Methods 6075 21% 0% 222
6 Computer Science, Information Systems 2124 12% 0% 128
7 Imaging Science & Photographic Technology 1394 5% 0% 56
8 Optics 495 10% 0% 108
9 Telecommunications 157 4% 0% 41
10 Robotics 115 1% 0% 11

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 VIS SENSING GRP 68050 0% 75% 3
2 COMP COMMUN SOFTWARE ANHUI PROV 63004 0% 42% 5
3 GAMEWARE 60490 0% 100% 2
4 SPEECH LANGUAGE INFORMAT PROC 60490 0% 100% 2
5 SPEECH AUDIO IMAGE VIDEO TECHNOL 54438 0% 60% 3
6 ANGLIA RUSKIN IT 45364 0% 50% 3
7 VISUALIZAT COMP VIS 42000 0% 28% 5
8 AUTOMATED REASONING COGNIT CHONGQING 40325 0% 67% 2
9 ARTIFICAIL INTELLIGENCE CYBERNET GRP 30245 0% 100% 1
10 AUTOMAT CONTROL MECH 30245 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON AFFECTIVE COMPUTING 104871 3% 12% 28
2 IMAGE AND VISION COMPUTING 79123 8% 3% 83
3 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 19271 5% 1% 55
4 PATTERN RECOGNITION 15920 6% 1% 61
5 COMPUTER VISION AND IMAGE UNDERSTANDING 15179 3% 2% 32
6 EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING 8601 1% 2% 12
7 INTERNATIONAL JOURNAL OF COMPUTER VISION 8584 2% 1% 23
8 IET COMPUTER VISION 8257 1% 2% 12
9 IEEE TRANSACTIONS ON IMAGE PROCESSING 6224 3% 1% 35
10 MULTIMEDIA TOOLS AND APPLICATIONS 6098 3% 1% 29

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FACIAL EXPRESSION RECOGNITION 3579664 18% 62% 190 Search FACIAL+EXPRESSION+RECOGNITION Search FACIAL+EXPRESSION+RECOGNITION
2 ACTIVE APPEARANCE MODELS 865637 6% 47% 61 Search ACTIVE+APPEARANCE+MODELS Search ACTIVE+APPEARANCE+MODELS
3 FACIAL EXPRESSION ANALYSIS 658712 3% 66% 33 Search FACIAL+EXPRESSION+ANALYSIS Search FACIAL+EXPRESSION+ANALYSIS
4 FACE ALIGNMENT 609913 3% 61% 33 Search FACE+ALIGNMENT Search FACE+ALIGNMENT
5 EXPRESSION RECOGNITION 424884 2% 59% 24 Search EXPRESSION+RECOGNITION Search EXPRESSION+RECOGNITION
6 FACIAL LANDMARK LOCALIZATION 370497 1% 88% 14 Search FACIAL+LANDMARK+LOCALIZATION Search FACIAL+LANDMARK+LOCALIZATION
7 FACIAL FEATURE TRACKING 319457 1% 81% 13 Search FACIAL+FEATURE+TRACKING Search FACIAL+FEATURE+TRACKING
8 3D FACIAL EXPRESSION RECOGNITION 252038 1% 83% 10 Search 3D+FACIAL+EXPRESSION+RECOGNITION Search 3D+FACIAL+EXPRESSION+RECOGNITION
9 SMILE DETECTION 244982 1% 90% 9 Search SMILE+DETECTION Search SMILE+DETECTION
10 ACTIVE APPEARANCE MODEL AAM 243970 1% 73% 11 Search ACTIVE+APPEARANCE+MODEL+AAM Search ACTIVE+APPEARANCE+MODEL+AAM

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 13493 FACIAL ANIMATION//AUDIO VISUAL SPEECH RECOGNITION//TALKING HEAD
2 640 FACE RECOGNITION//3D FACE RECOGNITION//EIGENFACES
3 28984 HEAD POSE ESTIMATION//DRIVING POSTURES//HEAD POSE
4 23989 GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION
5 7826 AFFECTIVE COMPUTING//SPEECH EMOTION RECOGNITION//EMOTION RECOGNITION
6 17339 SKIN DETECTION//FACE DETECTION//SKIN COLOR MODEL
7 28228 PAIN JUDGMENTS//VIRTUAL HUMAN TECHNOLOGY//VIRTUAL TECHNOLOGY
8 7418 FACIAL EXPRESSION//JOURNAL OF NONVERBAL BEHAVIOR//IN GROUP ADVANTAGE
9 8719 PEDESTRIAN DETECTION//OBJECT DETECTION//HUMAN DETECTION
10 12665 GAZE ESTIMATION//GAZE TRACKING//EYE DETECTION

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