Class information for:
Level 1: ACTION RECOGNITION//GAIT RECOGNITION//HUMAN ACTION RECOGNITION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3534 1963 38.3 45%


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
496 2             CONTENT BASED IMAGE RETRIEVAL//OBJECT TRACKING//ACTION RECOGNITION 15372
3534 1                   ACTION RECOGNITION//GAIT RECOGNITION//HUMAN ACTION RECOGNITION 1963

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 ACTION RECOGNITION authKW 3014578 15% 68% 286
2 GAIT RECOGNITION authKW 1801739 7% 80% 144
3 HUMAN ACTION RECOGNITION authKW 1552969 6% 79% 126
4 HUMAN POSE ESTIMATION authKW 513530 2% 77% 43
5 HUMAN MOTION ANALYSIS authKW 322612 2% 45% 46
6 HUMAN ACTIVITY RECOGNITION authKW 306232 2% 41% 48
7 ACTION CLASSIFICATION authKW 268847 1% 79% 22
8 ACTION DETECTION authKW 251966 1% 90% 18
9 VIEW INVARIANCE authKW 186976 1% 52% 23
10 ACTIVITY RECOGNITION authKW 135753 3% 14% 61

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 104586 60% 1% 1176
2 Engineering, Electrical & Electronic 13024 48% 0% 938
3 Computer Science, Cybernetics 7785 6% 0% 117
4 Computer Science, Theory & Methods 6952 17% 0% 330
5 Computer Science, Software Engineering 6926 14% 0% 276
6 Computer Science, Information Systems 4182 12% 0% 244
7 Imaging Science & Photographic Technology 2051 5% 0% 93
8 Robotics 1097 2% 0% 44
9 Optics 215 6% 0% 114
10 Automation & Control Systems 203 2% 0% 49

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 VIS 58651 3% 6% 64
2 WYDZIAL ZAMIEJSCOWY INFORMATYKI BYTOMIU 34994 0% 75% 3
3 BIOMOTION 31107 0% 100% 2
4 PATTERN RECOGNIT MACHINE LEARNING 31107 0% 100% 2
5 PL COMP VIS ALGORITHMS 31107 0% 100% 2
6 SHEFFIELD COMMUNITY SERV 31107 0% 100% 2
7 SPEECH IMAGE GRP 31107 0% 100% 2
8 LEARNING DIGITAL TECHNOL 31103 0% 50% 4
9 LEAR TEAM 29905 0% 38% 5
10 PERCEIVING SYST 22618 0% 36% 4

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 COMPUTER VISION AND IMAGE UNDERSTANDING 108299 6% 6% 117
2 INTERNATIONAL JOURNAL OF COMPUTER VISION 68928 5% 5% 89
3 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 48637 6% 3% 120
4 MACHINE VISION AND APPLICATIONS 36680 3% 5% 51
5 IMAGE AND VISION COMPUTING 33036 4% 3% 74
6 PATTERN RECOGNITION LETTERS 26322 5% 2% 99
7 PATTERN RECOGNITION 25424 5% 2% 106
8 IET COMPUTER VISION 16837 1% 5% 22
9 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 16136 3% 2% 58
10 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 13353 2% 2% 37

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 ACTION RECOGNITION 3014578 15% 68% 286 Search ACTION+RECOGNITION Search ACTION+RECOGNITION
2 GAIT RECOGNITION 1801739 7% 80% 144 Search GAIT+RECOGNITION Search GAIT+RECOGNITION
3 HUMAN ACTION RECOGNITION 1552969 6% 79% 126 Search HUMAN+ACTION+RECOGNITION Search HUMAN+ACTION+RECOGNITION
4 HUMAN POSE ESTIMATION 513530 2% 77% 43 Search HUMAN+POSE+ESTIMATION Search HUMAN+POSE+ESTIMATION
5 HUMAN MOTION ANALYSIS 322612 2% 45% 46 Search HUMAN+MOTION+ANALYSIS Search HUMAN+MOTION+ANALYSIS
6 HUMAN ACTIVITY RECOGNITION 306232 2% 41% 48 Search HUMAN+ACTIVITY+RECOGNITION Search HUMAN+ACTIVITY+RECOGNITION
7 ACTION CLASSIFICATION 268847 1% 79% 22 Search ACTION+CLASSIFICATION Search ACTION+CLASSIFICATION
8 ACTION DETECTION 251966 1% 90% 18 Search ACTION+DETECTION Search ACTION+DETECTION
9 VIEW INVARIANCE 186976 1% 52% 23 Search VIEW+INVARIANCE Search VIEW+INVARIANCE
10 ACTIVITY RECOGNITION 135753 3% 14% 61 Search ACTIVITY+RECOGNITION Search ACTIVITY+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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 POPPE, R , (2010) A SURVEY ON VISION-BASED HUMAN ACTION RECOGNITION.IMAGE AND VISION COMPUTING. VOL. 28. ISSUE 6. P. 976 -990 47 81% 595
2 MOESLUND, TB , HILTON, A , KRUGER, V , (2006) A SURVEY OF ADVANCES IN VISION-BASED HUMAN MOTION CAPTURE AND ANALYSIS.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 104. ISSUE 2-3. P. 90-126 51 47% 935
3 EDWARDS, M , DENG, JJ , XIE, XH , (2016) FROM POSE TO ACTIVITY: SURVEYING DATASETS AND INTRODUCING CONVERSE.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 144. ISSUE . P. 73 -105 45 83% 1
4 POPPE, R , (2007) VISION-BASED HUMAN MOTION ANALYSIS: AN OVERVIEW.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 108. ISSUE 1-2. P. 4 -18 36 78% 320
5 VISHWAKARMA, DK , KAPOOR, R , DHIMAN, A , (2016) A PROPOSED UNIFIED FRAMEWORK FOR THE RECOGNITION OF HUMAN ACTIVITY BY EXPLOITING THE CHARACTERISTICS OF ACTION DYNAMICS.ROBOTICS AND AUTONOMOUS SYSTEMS. VOL. 77. ISSUE . P. 25 -38 33 94% 0
6 GONG, WJ , ZHANG, XN , GONZALEZ, J , SOBRAL, A , BOUWMANS, T , TU, CH , ZAHZAH, E , (2016) HUMAN POSE ESTIMATION FROM MONOCULAR IMAGES: A COMPREHENSIVE SURVEY.SENSORS. VOL. 16. ISSUE 12. P. - 50 60% 0
7 LV, ZW , XING, XL , WANG, KJ , GUAN, D , (2015) CLASS ENERGY IMAGE ANALYSIS FOR VIDEO SENSOR-BASED GAIT RECOGNITION: A REVIEW.SENSORS. VOL. 15. ISSUE 1. P. 932 -964 40 71% 2
8 CASTRO, FM , MARIN-JIMENEZ, MJ , MATA, NG , MUNOZ-SALINAS, R , (2017) FISHER MOTION DESCRIPTOR FOR MULTIVIEW GAIT RECOGNITION.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 31. ISSUE 1. P. - 29 88% 0
9 SARAFIANOS, N , BOTEANU, B , IONESCU, B , KAKADIARIS, IA , (2016) 3D HUMAN POSE ESTIMATION: A REVIEW OF THE LITERATURE AND ANALYSIS OF COVARIATES.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 152. ISSUE . P. 1 -20 33 77% 0
10 ZENG, W , WANG, C , YANG, FF , (2014) SILHOUETTE-BASED GAIT RECOGNITION VIA DETERMINISTIC LEARNING.PATTERN RECOGNITION. VOL. 47. ISSUE 11. P. 3568 -3584 28 82% 10

Classes with closest relation at Level 1


Rank Class id link
1 10647 GESTURE RECOGNITION//HAND GESTURE RECOGNITION//SIGN LANGUAGE RECOGNITION
2 4122 BACKGROUND SUBTRACTION//BACKGROUND MODELING//VIDEO SURVEILLANCE
3 36497 VIDEO SYNCHRONIZATION//VIDEO ALIGNMENT//SPATIOTEMPORAL ALIGNMENT
4 1996 VISUAL TRACKING//OBJECT TRACKING//PEDESTRIAN DETECTION
5 29348 PERSON RE IDENTIFICATION//PEOPLE RE IDENTIFICATION//METRIC LEARNING
6 12228 CHARACTER ANIMATION//MOTION SYNTHESIS//MOTION CAPTURE
7 29513 KINECT//KINECT V2//IMAGE AND DEPTH SENSORS
8 21867 FALL DETECTION//PERSONAL EMERGENCY RESPONSE SYSTEM//FALL DETECTOR
9 1477 IMAGE MATCHING//SIFT//SCENE CLASSIFICATION
10 16422 TRANSFER LEARNING//DOMAIN ADAPTATION//MULTI TASK LEARNING

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