Class information for:
Level 2: CONTENT BASED IMAGE RETRIEVAL//OBJECT TRACKING//ACTION RECOGNITION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
496 15372 32.6 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
1186 1                   CONTENT BASED IMAGE RETRIEVAL//IMAGE RETRIEVAL//RELEVANCE FEEDBACK 2798
1996 1                   VISUAL TRACKING//OBJECT TRACKING//PEDESTRIAN DETECTION 2393
3534 1                   ACTION RECOGNITION//GAIT RECOGNITION//HUMAN ACTION RECOGNITION 1963
4122 1                   BACKGROUND SUBTRACTION//BACKGROUND MODELING//VIDEO SURVEILLANCE 1843
4190 1                   SALIENCY DETECTION//SALIENT OBJECT DETECTION//SALIENCY 1831
4401 1                   VIDEO SUMMARIZATION//VIDEO INDEXING//SHOT BOUNDARY DETECTION 1792
8867 1                   LANE DETECTION//INTELLIGENT VEHICLES//IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 1210
18552 1                   DEEP LEARNING//RESTRICTED BOLTZMANN MACHINE//DEEP BELIEF NETWORKS 547
27280 1                   TRAFFIC SIGN RECOGNITION//TRAFFIC SIGN DETECTION//ROAD SIGN RECOGNITION 233
28667 1                   HANGZHOU SERV ENGN//INTELLIGENT TRANSPORTAT INFORMAT SECUR//SIMRANK 202
29348 1                   PERSON RE IDENTIFICATION//PEOPLE RE IDENTIFICATION//METRIC LEARNING 188
34248 1                   VEHICLE DETECTION//VEHICLE EXTRACTION//MOVING VEHICLE EXTRACTION 114
34630 1                   NUMBER OF FALSE ALARMS//HELMHOLTZ PRINCIPLE//MEANINGFUL MATCHES 109
35798 1                   AFFINITY PROPAGATION//VERY LARGE DATA SETS VLDS//BILINGUAL GRAPH 92
37466 1                   AD TAT BIOL FOR GRP//GERANIO ALLIETUM//MULTIVARIATE INFORMATION BOTTLENECK 57

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 CONTENT BASED IMAGE RETRIEVAL authKW 449770 2% 64% 357
2 OBJECT TRACKING authKW 432938 2% 58% 377
3 ACTION RECOGNITION authKW 431562 2% 72% 303
4 VISUAL TRACKING authKW 419127 2% 62% 340
5 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 391705 42% 3% 6400
6 IMAGE RETRIEVAL authKW 387952 3% 47% 419
7 VIDEO SURVEILLANCE authKW 292039 2% 57% 260
8 RELEVANCE FEEDBACK authKW 277023 2% 60% 231
9 PEDESTRIAN DETECTION authKW 272428 1% 81% 169
10 BACKGROUND SUBTRACTION authKW 262009 1% 63% 211

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 391705 42% 3% 6400
2 Computer Science, Information Systems 100122 21% 2% 3266
3 Computer Science, Software Engineering 94343 18% 2% 2825
4 Engineering, Electrical & Electronic 82955 43% 1% 6670
5 Computer Science, Theory & Methods 60032 18% 1% 2708
6 Imaging Science & Photographic Technology 20144 5% 1% 812
7 Transportation Science & Technology 18767 5% 1% 694
8 Computer Science, Cybernetics 15256 3% 2% 465
9 Robotics 7804 2% 1% 329
10 Telecommunications 6355 6% 0% 918

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 57058 1% 16% 177
2 COMP SCI 55349 14% 1% 2104
3 PATTERN RECOGNIT 47699 1% 13% 187
4 BEIJING INTELLIGENT INFORMAT TECHNOL 47239 0% 40% 60
5 AUTOMAT 37125 4% 3% 592
6 VIDEO PROC UNDERSTANDING 34437 0% 69% 25
7 COMP SCI TECHNOL 30917 3% 3% 492
8 OPT IMAGERY ANAL LEARNING OPTIMAL 30553 0% 29% 53
9 COMP SCI ENGN 28542 5% 2% 727
10 INTELLIGENT SYST AMSTERDAM 22571 0% 38% 30

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 MULTIMEDIA TOOLS AND APPLICATIONS 223221 4% 18% 619
2 COMPUTER VISION AND IMAGE UNDERSTANDING 162004 3% 20% 401
3 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 161389 2% 21% 383
4 IEEE TRANSACTIONS ON MULTIMEDIA 155351 3% 20% 395
5 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 119097 3% 14% 441
6 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 113932 3% 11% 515
7 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 92121 2% 17% 272
8 MACHINE VISION AND APPLICATIONS 88557 1% 20% 222
9 INTERNATIONAL JOURNAL OF COMPUTER VISION 83705 2% 15% 275
10 IMAGE AND VISION COMPUTING 83613 2% 13% 330

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 CONTENT BASED IMAGE RETRIEVAL 449770 2% 64% 357 Search CONTENT+BASED+IMAGE+RETRIEVAL Search CONTENT+BASED+IMAGE+RETRIEVAL
2 OBJECT TRACKING 432938 2% 58% 377 Search OBJECT+TRACKING Search OBJECT+TRACKING
3 ACTION RECOGNITION 431562 2% 72% 303 Search ACTION+RECOGNITION Search ACTION+RECOGNITION
4 VISUAL TRACKING 419127 2% 62% 340 Search VISUAL+TRACKING Search VISUAL+TRACKING
5 IMAGE RETRIEVAL 387952 3% 47% 419 Search IMAGE+RETRIEVAL Search IMAGE+RETRIEVAL
6 VIDEO SURVEILLANCE 292039 2% 57% 260 Search VIDEO+SURVEILLANCE Search VIDEO+SURVEILLANCE
7 RELEVANCE FEEDBACK 277023 2% 60% 231 Search RELEVANCE+FEEDBACK Search RELEVANCE+FEEDBACK
8 PEDESTRIAN DETECTION 272428 1% 81% 169 Search PEDESTRIAN+DETECTION Search PEDESTRIAN+DETECTION
9 BACKGROUND SUBTRACTION 262009 1% 63% 211 Search BACKGROUND+SUBTRACTION Search BACKGROUND+SUBTRACTION
10 GAIT RECOGNITION 233036 1% 81% 145 Search GAIT+RECOGNITION Search GAIT+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 BORJI, A , ITTI, L , (2013) STATE-OF-THE-ART IN VISUAL ATTENTION MODELING.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 35. ISSUE 1. P. 185 -207 76 62% 373
2 LI, L , ZENG, XL , MAYBANK, S , HU, WM , XIE, NH , (2011) A SURVEY ON VISUAL CONTENT-BASED VIDEO INDEXING AND RETRIEVAL.IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND REVIEWS. VOL. 41. ISSUE 6. P. 797 -819 93 90% 120
3 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 81 75% 935
4 POPPE, R , (2010) A SURVEY ON VISION-BASED HUMAN ACTION RECOGNITION.IMAGE AND VISION COMPUTING. VOL. 28. ISSUE 6. P. 976 -990 50 86% 595
5 DATTA, R , JOSHI, D , LI, J , WANG, JZ , (2008) IMAGE RETRIEVAL: IDEAS, INFLUENCES, AND TRENDS OF THE NEW AGE.ACM COMPUTING SURVEYS. VOL. 40. ISSUE 2. P. - 59 55% 772
6 NGUYEN, DT , LI, WQ , OGUNBONA, PO , (2016) HUMAN DETECTION FROM IMAGES AND VIDEOS: A SURVEY.PATTERN RECOGNITION. VOL. 51. ISSUE . P. 148 -175 47 87% 6
7 BORJI, A , SIHITE, DN , ITTI, L , (2013) QUANTITATIVE ANALYSIS OF HUMAN-MODEL AGREEMENT IN VISUAL SALIENCY MODELING: A COMPARATIVE STUDY.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 22. ISSUE 1. P. 55 -69 45 82% 126
8 AFSAR, P , CORTEZ, P , SANTOS, H , (2015) AUTOMATIC VISUAL DETECTION OF HUMAN BEHAVIOR: A REVIEW FROM 2000 TO 2014.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 42. ISSUE 20. P. 6935 -6956 62 84% 5
9 BORJI, A , CHENG, MM , JIANG, HZ , LI, J , (2015) SALIENT OBJECT DETECTION: A BENCHMARK.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 24. ISSUE 12. P. 5706 -5722 43 80% 44
10 LI, X , HU, WM , SHEN, CH , ZHANG, ZF , DICK, A , VAN DEN HENGEL, A , (2013) A SURVEY OF APPEARANCE MODELS IN VISUAL OBJECT TRACKING.ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY. VOL. 4. ISSUE 4. P. - 48 64% 159

Classes with closest relation at Level 2


Rank Class id link
1 83 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION
2 791 FACE RECOGNITION//BIOMETRICS//IRIS RECOGNITION
3 2490 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA
4 1638 ACTIVITY RECOGNITION//GESTURE RECOGNITION//PERSONAL AND UBIQUITOUS COMPUTING
5 3751 MPEG 21//CONTENT ADAPTATION//MPEG V
6 765 IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION
7 235 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//MACHINE LEARNING
8 2413 CHARACTER RECOGNITION//HANDWRITING RECOGNITION//INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION
9 1351 IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS//PARTICLE FILTER//TARGET TRACKING
10 2769 SELF ORGANIZING MAP//PRINCIPAL CURVES//PRINCIPAL POINTS

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