Class information for:
Level 1: PERSON RE IDENTIFICATION//PEOPLE RE IDENTIFICATION//METRIC LEARNING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
29348 188 37.0 43%


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
29348 1                   PERSON RE IDENTIFICATION//PEOPLE RE IDENTIFICATION//METRIC LEARNING 188

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 PERSON RE IDENTIFICATION authKW 9205857 37% 82% 69
2 PEOPLE RE IDENTIFICATION authKW 835315 3% 86% 6
3 METRIC LEARNING authKW 511398 12% 14% 23
4 DISJOINT CAMERA VIEWS authKW 487268 2% 100% 3
5 RE IDENTIFICATION authKW 416453 5% 26% 10
6 APPEARANCE MATCHING authKW 365449 2% 75% 3
7 LOCAL DISTANCE COMPARISON authKW 324845 1% 100% 2
8 MULTIPLE SHOT RE IDENTIFICATION authKW 324845 1% 100% 2
9 SET BASED MATCHING authKW 324845 1% 100% 2
10 DISTANCE METRIC LEARNING authKW 285209 6% 15% 12

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 8525 55% 0% 104
2 Engineering, Electrical & Electronic 1405 51% 0% 95
3 Computer Science, Software Engineering 1050 18% 0% 33
4 Computer Science, Information Systems 988 19% 0% 36
5 Computer Science, Theory & Methods 442 14% 0% 26
6 Computer Science, Cybernetics 376 4% 0% 8
7 Computer Science, Hardware & Architecture 152 5% 0% 10
8 Automation & Control Systems 86 5% 0% 9
9 Transportation Science & Technology 25 2% 0% 3
10 Telecommunications 18 3% 0% 6

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 DREESE S 599 162423 1% 100% 1
2 MULTIMEDIA COMMUN PATTERN RECOGNIT S 162423 1% 100% 1
3 PATTERN RECOGNIT INTELLIGENT SYST PRIS 162423 1% 100% 1
4 PULSAR GRP 2004 162423 1% 100% 1
5 SPATIAL INFORMAT PROC 162423 1% 100% 1
6 COMP SCI TECHN 81210 1% 50% 1
7 INFORMAT BARCELONA 81210 1% 50% 1
8 CONSTRUCT COMP TECHNOL 54140 1% 33% 1
9 TRANSPORTAT MOBIL 54140 1% 33% 1
10 MICC 52202 2% 11% 3

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 NEURAL NETWORKS AND LEARNING SYSTEMS 7473 4% 1% 7
2 PATTERN RECOGNITION 4641 7% 0% 14
3 NEUROCOMPUTING 4331 9% 0% 16
4 IEEE SIGNAL PROCESSING LETTERS 3791 5% 0% 10
5 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 3212 4% 0% 8
6 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2853 5% 0% 9
7 JOURNAL OF MACHINE LEARNING RESEARCH 2583 3% 0% 5
8 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 2550 3% 0% 5
9 MACHINE VISION AND APPLICATIONS 2355 2% 0% 4
10 MULTIMEDIA TOOLS AND APPLICATIONS 2333 4% 0% 7

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 PERSON RE IDENTIFICATION 9205857 37% 82% 69 Search PERSON+RE+IDENTIFICATION Search PERSON+RE+IDENTIFICATION
2 PEOPLE RE IDENTIFICATION 835315 3% 86% 6 Search PEOPLE+RE+IDENTIFICATION Search PEOPLE+RE+IDENTIFICATION
3 METRIC LEARNING 511398 12% 14% 23 Search METRIC+LEARNING Search METRIC+LEARNING
4 DISJOINT CAMERA VIEWS 487268 2% 100% 3 Search DISJOINT+CAMERA+VIEWS Search DISJOINT+CAMERA+VIEWS
5 RE IDENTIFICATION 416453 5% 26% 10 Search RE+IDENTIFICATION Search RE+IDENTIFICATION
6 APPEARANCE MATCHING 365449 2% 75% 3 Search APPEARANCE+MATCHING Search APPEARANCE+MATCHING
7 LOCAL DISTANCE COMPARISON 324845 1% 100% 2 Search LOCAL+DISTANCE+COMPARISON Search LOCAL+DISTANCE+COMPARISON
8 MULTIPLE SHOT RE IDENTIFICATION 324845 1% 100% 2 Search MULTIPLE+SHOT+RE+IDENTIFICATION Search MULTIPLE+SHOT+RE+IDENTIFICATION
9 SET BASED MATCHING 324845 1% 100% 2 Search SET+BASED+MATCHING Search SET+BASED+MATCHING
10 DISTANCE METRIC LEARNING 285209 6% 15% 12 Search DISTANCE+METRIC+LEARNING Search DISTANCE+METRIC+LEARNING

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 LI, W , WU, Y , LI, JQ , (2017) RE-IDENTIFICATION BY NEIGHBORHOOD STRUCTURE METRIC LEARNING.PATTERN RECOGNITION. VOL. 61. ISSUE . P. 327 -338 13 93% 0
2 GARCIA, J , MARTINEL, N , GARDEL, A , BRAVO, I , FORESTI, GL , MICHELONI, C , (2016) MODELING FEATURE DISTANCES BY ORIENTATION DRIVEN CLASSIFIERS FOR PERSON RE-IDENTIFICATION.JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION. VOL. 38. ISSUE . P. 115 -129 14 70% 2
3 MICHELONI, C , FORESTI, GL , MARTINEL, N , (2015) KERNELIZED SALIENCY-BASED PERSON RE-IDENTIFICATION THROUGH MULTIPLE METRIC LEARNING.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 24. ISSUE 12. P. 5645 -5658 15 54% 4
4 WANG, J , SANG, N , WANG, Z , GAO, CX , (2016) SIMILARITY LEARNING WITH TOP-HEAVY RANKING LOSS FOR PERSON RE-IDENTIFICATION.IEEE SIGNAL PROCESSING LETTERS. VOL. 23. ISSUE 1. P. 84 -88 10 83% 0
5 BEDAGKAR-GALA, A , SHAH, SK , (2014) A SURVEY OF APPROACHES AND TRENDS IN PERSON RE-IDENTIFICATION.IMAGE AND VISION COMPUTING. VOL. 32. ISSUE 4. P. 270 -286 12 44% 48
6 MARTINEL, N , MICHELONI, C , FORESTI, GL , (2016) A POOL OF MULTIPLE PERSON RE-IDENTIFICATION EXPERTS.PATTERN RECOGNITION LETTERS. VOL. 71. ISSUE . P. 23 -30 12 57% 0
7 CHEN, JX , ZHANG, ZX , WANG, YH , (2015) RELEVANCE METRIC LEARNING FOR PERSON RE-IDENTIFICATION BY EXPLOITING LISTWISE SIMILARITIES.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 24. ISSUE 12. P. 4741 -4755 12 52% 5
8 AN, L , CHEN, XJ , YANG, SF , BHANU, B , (2016) SPARSE REPRESENTATION MATCHING FOR PERSON RE-IDENTIFICATION.INFORMATION SCIENCES. VOL. 355. ISSUE . P. 74 -89 12 44% 3
9 WU, ZY , LI, Y , RADKE, RJ , (2015) VIEWPOINT INVARIANT HUMAN RE-IDENTIFICATION IN CAMERA NETWORKS USING POSE PRIORS AND SUBJECT-DISCRIMINATIVE FEATURES.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 37. ISSUE 5. P. 1095 -1108 9 60% 9
10 YANG, H , WANG, XY , ZHU, J , MA, WQ , SU, H , (2016) RESOLUTION ADAPTIVE FEATURE EXTRACTING AND FUSING FRAMEWORK FOR PERSON RE-IDENTIFICATION.NEUROCOMPUTING. VOL. 212. ISSUE . P. 65 -74 6 100% 0

Classes with closest relation at Level 1


Rank Class id link
1 16422 TRANSFER LEARNING//DOMAIN ADAPTATION//MULTI TASK LEARNING
2 1996 VISUAL TRACKING//OBJECT TRACKING//PEDESTRIAN DETECTION
3 35798 AFFINITY PROPAGATION//VERY LARGE DATA SETS VLDS//BILINGUAL GRAPH
4 4122 BACKGROUND SUBTRACTION//BACKGROUND MODELING//VIDEO SURVEILLANCE
5 127 FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING
6 13020 INSTANCE SELECTION//PROTOTYPE SELECTION//INSTANCE BASED LEARNING
7 3534 ACTION RECOGNITION//GAIT RECOGNITION//HUMAN ACTION RECOGNITION
8 23537 GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION
9 1477 IMAGE MATCHING//SIFT//SCENE CLASSIFICATION
10 36497 VIDEO SYNCHRONIZATION//VIDEO ALIGNMENT//SPATIOTEMPORAL ALIGNMENT

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