Class information for:
Level 1: ACTION RECOGNITION//HUMAN ACTION RECOGNITION//HUMAN POSE ESTIMATION

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
4239 1                   ACTION RECOGNITION//HUMAN ACTION RECOGNITION//HUMAN POSE ESTIMATION 1855

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ACTION RECOGNITION authKW 3939844 18% 69% 334
2 HUMAN ACTION RECOGNITION authKW 2001495 8% 82% 144
3 HUMAN POSE ESTIMATION authKW 625438 3% 78% 47
4 HUMAN ACTIVITY RECOGNITION authKW 408140 3% 41% 58
5 ACTION CLASSIFICATION authKW 326169 1% 80% 24
6 ACTION DETECTION authKW 262102 1% 86% 18
7 HUMAN MOTION ANALYSIS authKW 246041 2% 37% 39
8 ACTIVITY RECOGNITION authKW 198104 4% 15% 76
9 VIEW INVARIANCE authKW 154419 1% 45% 20
10 HUMAN INTERACTION RECOGNITION authKW 152896 0% 100% 9

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 96599 60% 1% 1106
2 Engineering, Electrical & Electronic 12297 48% 0% 890
3 Computer Science, Software Engineering 8703 16% 0% 299
4 Computer Science, Cybernetics 7307 6% 0% 111
5 Computer Science, Theory & Methods 6658 17% 0% 313
6 Computer Science, Information Systems 5196 14% 0% 265
7 Imaging Science & Photographic Technology 1369 4% 0% 75
8 Robotics 1308 3% 0% 47
9 Telecommunications 329 4% 0% 78
10 Optics 225 6% 0% 112

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMP VIS 72317 4% 6% 70
2 IMAGE VIDEO GRP 33977 0% 100% 2
3 PATTERN RECOGNIT MACHINE LEARNING 33977 0% 100% 2
4 LEARNING DIGITAL TECHNOL 33973 0% 50% 4
5 LEAR TEAM 32664 0% 38% 5
6 BEIJING INTELLIGENT INFORMAT TECHNOL 26329 1% 10% 16
7 PERCEIVING SYST 24705 0% 36% 4
8 DREESE 491 22650 0% 67% 2
9 NUMEDIART 22650 0% 67% 2
10 COMP VIS MEDIA TECHNOL 21228 0% 25% 5

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 COMPUTER VISION AND IMAGE UNDERSTANDING 138885 7% 6% 129
2 INTERNATIONAL JOURNAL OF COMPUTER VISION 91442 5% 5% 100
3 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 51585 6% 3% 120
4 IMAGE AND VISION COMPUTING 35255 4% 3% 74
5 MACHINE VISION AND APPLICATIONS 29073 2% 4% 44
6 PATTERN RECOGNITION 18156 5% 1% 87
7 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 17569 3% 2% 59
8 PATTERN RECOGNITION LETTERS 15598 4% 1% 74
9 MULTIMEDIA TOOLS AND APPLICATIONS 13717 3% 1% 58
10 IET COMPUTER VISION 12881 1% 4% 20

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 ACTION RECOGNITION 3939844 18% 69% 334 Search ACTION+RECOGNITION Search ACTION+RECOGNITION
2 HUMAN ACTION RECOGNITION 2001495 8% 82% 144 Search HUMAN+ACTION+RECOGNITION Search HUMAN+ACTION+RECOGNITION
3 HUMAN POSE ESTIMATION 625438 3% 78% 47 Search HUMAN+POSE+ESTIMATION Search HUMAN+POSE+ESTIMATION
4 HUMAN ACTIVITY RECOGNITION 408140 3% 41% 58 Search HUMAN+ACTIVITY+RECOGNITION Search HUMAN+ACTIVITY+RECOGNITION
5 ACTION CLASSIFICATION 326169 1% 80% 24 Search ACTION+CLASSIFICATION Search ACTION+CLASSIFICATION
6 ACTION DETECTION 262102 1% 86% 18 Search ACTION+DETECTION Search ACTION+DETECTION
7 HUMAN MOTION ANALYSIS 246041 2% 37% 39 Search HUMAN+MOTION+ANALYSIS Search HUMAN+MOTION+ANALYSIS
8 ACTIVITY RECOGNITION 198104 4% 15% 76 Search ACTIVITY+RECOGNITION Search ACTIVITY+RECOGNITION
9 VIEW INVARIANCE 154419 1% 45% 20 Search VIEW+INVARIANCE Search VIEW+INVARIANCE
10 HUMAN INTERACTION RECOGNITION 152896 0% 100% 9 Search HUMAN+INTERACTION+RECOGNITION Search HUMAN+INTERACTION+RECOGNITION

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 19650 PEOPLE COUNTING//CROWD ANALYSIS//CROWD COUNTING
2 20773 GAIT RECOGNITION//GAIT AUTHENTICATION//GAIT BIOMETRICS
3 11215 GESTURE RECOGNITION//HAND GESTURE RECOGNITION//SIGN LANGUAGE RECOGNITION
4 8719 PEDESTRIAN DETECTION//OBJECT DETECTION//HUMAN DETECTION
5 5622 BACKGROUND SUBTRACTION//BACKGROUND MODELING//MOVING OBJECT DETECTION
6 28995 KINECT//KINECT V2//GAMING SENSORS
7 11452 CHARACTER ANIMATION//MOTION SYNTHESIS//MOTION CAPTURE
8 4135 VISUAL TRACKING//OBJECT TRACKING//PARTICLE FILTER
9 21660 FALL DETECTION//PERSONAL EMERGENCY RESPONSE SYSTEM//FALL DETECTOR
10 20524 PERSON RE IDENTIFICATION//CAMERA NETWORK//METRIC LEARNING

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