Class information for:
Level 1: VISUAL TRACKING//OBJECT TRACKING//PEDESTRIAN DETECTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1996 2393 32.2 51%


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
1996 1                   VISUAL TRACKING//OBJECT TRACKING//PEDESTRIAN DETECTION 2393

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 VISUAL TRACKING authKW 2328820 13% 58% 316
2 OBJECT TRACKING authKW 1705218 12% 45% 295
3 PEDESTRIAN DETECTION authKW 1417091 6% 73% 152
4 HUMAN DETECTION authKW 519115 3% 59% 69
5 PARTICLE FILTER authKW 495556 11% 15% 266
6 APPEARANCE MODEL authKW 351627 2% 66% 42
7 MEAN SHIFT authKW 313944 3% 31% 80
8 TRACKING BY DETECTION authKW 310026 1% 90% 27
9 VISUAL OBJECT TRACKING authKW 306558 1% 83% 29
10 PEOPLE COUNTING authKW 221486 1% 69% 25

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 84788 49% 1% 1172
2 Engineering, Electrical & Electronic 18323 51% 0% 1223
3 Computer Science, Software Engineering 6650 13% 0% 300
4 Computer Science, Information Systems 5010 12% 0% 295
5 Computer Science, Theory & Methods 4313 12% 0% 292
6 Computer Science, Cybernetics 4148 4% 0% 95
7 Imaging Science & Photographic Technology 3706 6% 0% 137
8 Robotics 2672 3% 0% 75
9 Optics 1286 11% 0% 261
10 Transportation Science & Technology 1109 3% 0% 68

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 ENVIRONM PERCEPT 64582 0% 56% 9
2 BEIJING INTELLIGENT INFORMAT TECHNOL 48628 1% 16% 24
3 LITIV 29159 0% 57% 4
4 BEIJING INTELLIGENCE INFORMAT TECHNOL 28705 0% 75% 3
5 VIDEO IMAGE 28705 0% 75% 3
6 ADV TECHNOL S ISRAEL 25517 0% 100% 2
7 AUTONOMOUS SMART SYST UNIT 25517 0% 100% 2
8 ENGN WIDEBAND WIRELESS COMMUN TECH 25517 0% 100% 2
9 MICROSOFT RD 25517 0% 100% 2
10 PHYS REALIZAT COE 25517 0% 100% 2

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 IET COMPUTER VISION 80262 2% 12% 53
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 59059 6% 3% 146
3 COMPUTER VISION AND IMAGE UNDERSTANDING 51339 4% 5% 89
4 IMAGE AND VISION COMPUTING 32453 3% 3% 81
5 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 29821 4% 3% 87
6 MACHINE VISION AND APPLICATIONS 26631 2% 4% 48
7 INTERNATIONAL JOURNAL OF COMPUTER VISION 23959 2% 3% 58
8 IEEE TRANSACTIONS ON IMAGE PROCESSING 23587 4% 2% 101
9 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 16952 2% 3% 49
10 NEUROCOMPUTING 16573 5% 1% 112

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 VISUAL TRACKING 2328820 13% 58% 316 Search VISUAL+TRACKING Search VISUAL+TRACKING
2 OBJECT TRACKING 1705218 12% 45% 295 Search OBJECT+TRACKING Search OBJECT+TRACKING
3 PEDESTRIAN DETECTION 1417091 6% 73% 152 Search PEDESTRIAN+DETECTION Search PEDESTRIAN+DETECTION
4 HUMAN DETECTION 519115 3% 59% 69 Search HUMAN+DETECTION Search HUMAN+DETECTION
5 PARTICLE FILTER 495556 11% 15% 266 Search PARTICLE+FILTER Search PARTICLE+FILTER
6 APPEARANCE MODEL 351627 2% 66% 42 Search APPEARANCE+MODEL Search APPEARANCE+MODEL
7 MEAN SHIFT 313944 3% 31% 80 Search MEAN+SHIFT Search MEAN+SHIFT
8 TRACKING BY DETECTION 310026 1% 90% 27 Search TRACKING+BY+DETECTION Search TRACKING+BY+DETECTION
9 VISUAL OBJECT TRACKING 306558 1% 83% 29 Search VISUAL+OBJECT+TRACKING Search VISUAL+OBJECT+TRACKING
10 PEOPLE COUNTING 221486 1% 69% 25 Search PEOPLE+COUNTING Search PEOPLE+COUNTING

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 WU, Y , LIM, J , YANG, MH , (2015) OBJECT TRACKING BENCHMARK.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 37. ISSUE 9. P. 1834 -1848 30 86% 54
2 WALIA, GS , KAPOOR, R , (2016) RECENT ADVANCES ON MULTICUE OBJECT TRACKING: A SURVEY.ARTIFICIAL INTELLIGENCE REVIEW. VOL. 46. ISSUE 1. P. 1 -39 39 74% 2
3 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. - 37 49% 159
4 ZHOU, Y , BAI, X , LIU, WY , LATECKI, LJ , (2016) SIMILARITY FUSION FOR VISUAL TRACKING.INTERNATIONAL JOURNAL OF COMPUTER VISION. VOL. 118. ISSUE 3. P. 337 -363 27 79% 5
5 DOLLAR, P , WOJEK, C , SCHIELE, B , PERONA, P , (2012) PEDESTRIAN DETECTION: AN EVALUATION OF THE STATE OF THE ART.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 34. ISSUE 4. P. 743 -761 19 68% 501
6 NGUYEN, DT , LI, WQ , OGUNBONA, PO , (2016) HUMAN DETECTION FROM IMAGES AND VIDEOS: A SURVEY.PATTERN RECOGNITION. VOL. 51. ISSUE . P. 148 -175 33 61% 6
7 LAN, XY , MA, AJ , YUEN, PC , CHELLAPPA, R , (2015) JOINT SPARSE REPRESENTATION AND ROBUST FEATURE-LEVEL FUSION FOR MULTI-CUE VISUAL TRACKING.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 24. ISSUE 12. P. - 36 78% 0
8 MESHGI, K , ISHII, S , (2015) THE STATE-OF-THE-ART IN HANDLING OCCLUSIONS FOR VISUAL OBJECT TRACKING.IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS. VOL. E98D. ISSUE 7. P. 1260 -1274 28 93% 0
9 MA, B , SHEN, JB , LIU, YB , HU, HW , SHAO, L , LI, XL , (2015) VISUAL TRACKING USING STRONG CLASSIFIER AND STRUCTURAL LOCAL SPARSE DESCRIPTORS.IEEE TRANSACTIONS ON MULTIMEDIA. VOL. 17. ISSUE 10. P. 1818 -1828 22 100% 3
10 ALI, A , JALIL, A , NIU, JW , ZHAO, XK , RATHORE, S , AHMED, J , AKSAM IFTIKHAR, M , (2016) VISUAL OBJECT TRACKING-CLASSICAL AND CONTEMPORARY APPROACHES.FRONTIERS OF COMPUTER SCIENCE. VOL. 10. ISSUE 1. P. 167 -188 40 52% 1

Classes with closest relation at Level 1


Rank Class id link
1 4122 BACKGROUND SUBTRACTION//BACKGROUND MODELING//VIDEO SURVEILLANCE
2 29348 PERSON RE IDENTIFICATION//PEOPLE RE IDENTIFICATION//METRIC LEARNING
3 3534 ACTION RECOGNITION//GAIT RECOGNITION//HUMAN ACTION RECOGNITION
4 10288 PARTICLE FILTER//SEQUENTIAL MONTE CARLO//SEQUENTIAL MONTE CARLO METHODS
5 34630 NUMBER OF FALSE ALARMS//HELMHOLTZ PRINCIPLE//MEANINGFUL MATCHES
6 34248 VEHICLE DETECTION//VEHICLE EXTRACTION//MOVING VEHICLE EXTRACTION
7 36497 VIDEO SYNCHRONIZATION//VIDEO ALIGNMENT//SPATIOTEMPORAL ALIGNMENT
8 8867 LANE DETECTION//INTELLIGENT VEHICLES//IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
9 7656 FACE DETECTION//EYE DETECTION//GAZE ESTIMATION
10 1477 IMAGE MATCHING//SIFT//SCENE CLASSIFICATION

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