Class information for:
Level 1: TRAFFIC SIGN RECOGNITION//TRAFFIC SIGN DETECTION//ROAD SIGN RECOGNITION

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
27280 233 26.2 42%



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
27280 1                   TRAFFIC SIGN RECOGNITION//TRAFFIC SIGN DETECTION//ROAD SIGN RECOGNITION 233

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 TRAFFIC SIGN RECOGNITION authKW 2568623 12% 70% 28
2 TRAFFIC SIGN DETECTION authKW 1384243 6% 81% 13
3 ROAD SIGN RECOGNITION authKW 1321450 5% 92% 11
4 TRAFFIC SIGN RECOGNITION TSR authKW 917371 3% 100% 7
5 TRAFFIC SIGN authKW 587299 5% 41% 11
6 ROAD SIGN DETECTION authKW 419368 2% 80% 4
7 NEUROINFORMAT SENSORY MOTOR SYST address 393159 1% 100% 3
8 TRAFFIC SIGNS RECOGNITION authKW 393159 1% 100% 3
9 COMPUTER VISION BASED DRIVER ASSISTANCE authKW 262106 1% 100% 2
10 INFORMAT PROD SYST IPS address 262106 1% 100% 2

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 Transportation Science & Technology 8232 24% 0% 55
2 Computer Science, Artificial Intelligence 3053 30% 0% 70
3 Imaging Science & Photographic Technology 2029 13% 0% 31
4 Engineering, Civil 1615 23% 0% 54
5 Remote Sensing 1092 9% 0% 22
6 Engineering, Electrical & Electronic 777 35% 0% 81
7 Geography, Physical 639 9% 0% 21
8 Computer Science, Theory & Methods 438 12% 0% 29
9 Computer Science, Interdisciplinary Applications 307 10% 0% 24
10 Computer Science, Cybernetics 300 3% 0% 8

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 NEUROINFORMAT SENSORY MOTOR SYST 393159 1% 100% 3
2 INFORMAT PROD SYST IPS 262106 1% 100% 2
3 AUDIO COMP 131053 0% 100% 1
4 CALIF PATH ATMS 131053 0% 100% 1
5 DIPARIMENTO FOTOMETRIA 131053 0% 100% 1
6 ELECT CONTROLS SYST 131053 0% 100% 1
7 INRETS LCPC 85 131053 0% 100% 1
8 MICROSYST MACHINE VISION 131053 0% 100% 1
9 TEORIA SEAL COMUNICAC 131053 0% 100% 1
10 WASINGTON STATE TRANSPORTAT TRAC 131053 0% 100% 1

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 INTELLIGENT TRANSPORTATION SYSTEMS 53112 12% 2% 27
2 COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING 10863 3% 1% 8
3 IET INTELLIGENT TRANSPORT SYSTEMS 8856 3% 1% 6
4 PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING 6072 5% 0% 12
5 MACHINE VISION AND APPLICATIONS 4277 3% 1% 6
6 JOURNAL OF COMPUTING IN CIVIL ENGINEERING 4182 3% 1% 6
7 INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 3259 3% 0% 8
8 PHOTOGRAMMETRIC RECORD 2441 1% 1% 3
9 INTEGRATED COMPUTER-AIDED ENGINEERING 2146 1% 1% 3
10 PARABOLA-MYTH TRADITION AND THE SEARCH FOR MEANING 2112 0% 2% 1

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 TRAFFIC SIGN RECOGNITION 2568623 12% 70% 28 Search TRAFFIC+SIGN+RECOGNITION Search TRAFFIC+SIGN+RECOGNITION
2 TRAFFIC SIGN DETECTION 1384243 6% 81% 13 Search TRAFFIC+SIGN+DETECTION Search TRAFFIC+SIGN+DETECTION
3 ROAD SIGN RECOGNITION 1321450 5% 92% 11 Search ROAD+SIGN+RECOGNITION Search ROAD+SIGN+RECOGNITION
4 TRAFFIC SIGN RECOGNITION TSR 917371 3% 100% 7 Search TRAFFIC+SIGN+RECOGNITION+TSR Search TRAFFIC+SIGN+RECOGNITION+TSR
5 TRAFFIC SIGN 587299 5% 41% 11 Search TRAFFIC+SIGN Search TRAFFIC+SIGN
6 ROAD SIGN DETECTION 419368 2% 80% 4 Search ROAD+SIGN+DETECTION Search ROAD+SIGN+DETECTION
7 TRAFFIC SIGNS RECOGNITION 393159 1% 100% 3 Search TRAFFIC+SIGNS+RECOGNITION Search TRAFFIC+SIGNS+RECOGNITION
8 COMPUTER VISION BASED DRIVER ASSISTANCE 262106 1% 100% 2 Search COMPUTER+VISION+BASED+DRIVER+ASSISTANCE Search COMPUTER+VISION+BASED+DRIVER+ASSISTANCE
9 RING PARTITIONED MATCHING 262106 1% 100% 2 Search RING+PARTITIONED+MATCHING Search RING+PARTITIONED+MATCHING
10 ROAD SIGN INVENTORY 262106 1% 100% 2 Search ROAD+SIGN+INVENTORY Search ROAD+SIGN+INVENTORY

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 GUDIGAR, A , CHOKKADI, S , RAGHAVENDRA, U , (2016) A REVIEW ON AUTOMATIC DETECTION AND RECOGNITION OF TRAFFIC SIGN.MULTIMEDIA TOOLS AND APPLICATIONS. VOL. 75. ISSUE 1. P. 333 -364 32 97% 1
2 BERKAYA, SK , GUNDUZ, H , OZSEN, O , AKINLAR, C , GUNAL, S , (2016) ON CIRCULAR TRAFFIC SIGN DETECTION AND RECOGNITION.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 48. ISSUE . P. 67 -75 22 71% 3
3 BALALI, V , GOLPARVAR-FARD, M , (2016) EVALUATION OF MULTICLASS TRAFFIC SIGN DETECTION AND CLASSIFICATION METHODS FOR US ROADWAY ASSET INVENTORY MANAGEMENT.JOURNAL OF COMPUTING IN CIVIL ENGINEERING. VOL. 30. ISSUE 2. P. - 22 85% 0
4 LIU, CS , CHANG, FL , CHEN, ZX , LIU, DM , (2016) FAST TRAFFIC SIGN RECOGNITION VIA HIGH-CONTRAST REGION EXTRACTION AND EXTENDED SPARSE REPRESENTATION.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. VOL. 17. ISSUE 1. P. 79 -92 19 86% 1
5 WEN, CL , LI, J , LUO, H , YU, YT , CAI, ZP , WANG, HY , WANG, C , (2016) SPATIAL-RELATED TRAFFIC SIGN INSPECTION FOR INVENTORY PURPOSES USING MOBILE LASER SCANNING DATA.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. VOL. 17. ISSUE 1. P. 27 -37 19 76% 1
6 YU, YT , LI, J , WEN, CL , GUAN, HY , LUO, H , WANG, C , (2016) BAG-OF-VISUAL-PHRASES AND HIERARCHICAL DEEP MODELS FOR TRAFFIC SIGN DETECTION AND RECOGNITION IN MOBILE LASER SCANNING DATA.ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. VOL. 113. ISSUE . P. 106 -123 24 51% 2
7 WANG, GY , REN, GH , JIANG, LH , QUAN, TF , (2014) HOLE-BASED TRAFFIC SIGN DETECTION METHOD FOR TRAFFIC SIGNS WITH RED RIM.VISUAL COMPUTER. VOL. 30. ISSUE 5. P. 539-551 16 89% 1
8 AGHDAM, HH , HERAVI, EJ , PUIG, D , (2016) A PRACTICAL APPROACH FOR DETECTION AND CLASSIFICATION OF TRAFFIC SIGNS USING CONVOLUTIONAL NEURAL NETWORKS.ROBOTICS AND AUTONOMOUS SYSTEMS. VOL. 84. ISSUE . P. 97 -112 14 93% 0
9 PAZHOUMAND-DAR, H , YAGHOOBI, M , (2013) A NEW APPROACH IN ROAD SIGN RECOGNITION BASED ON FAST FRACTAL CODING.NEURAL COMPUTING & APPLICATIONS. VOL. 22. ISSUE 3-4. P. 615 -625 13 100% 4
10 HU, ZZ , BAI, DF , LI, N , (2016) GENERALIZED SIGN RECOGNITION BASED ON THE GAUSSIAN STATISTICAL COLOR MODEL FOR INTELLIGENT ROAD SIGN INVENTORY.TRANSPORTATION RESEARCH RECORD. VOL. . ISSUE 2596. P. 28 -35 12 100% 0

Classes with closest relation at Level 1



Rank Class id link
1 8867 LANE DETECTION//INTELLIGENT VEHICLES//IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
2 7879 BUILDING DETECTION//BUILDING EXTRACTION//ROAD EXTRACTION
3 13818 TEXT DETECTION//DOCUMENT IMAGE ANALYSIS//SKEW DETECTION
4 22675 SYMMETRY DETECTION//REFLECTIONAL SYMMETRY//CIRCULARITY MEASURE
5 19802 PAVEMENT CONDITION ASSESSMENT//PAVEMENT CRACK DETECTION//SEWER INSPECTION
6 28667 HANGZHOU SERV ENGN//INTELLIGENT TRANSPORTAT INFORMAT SECUR//SIMRANK
7 37466 AD TAT BIOL FOR GRP//GERANIO ALLIETUM//MULTIVARIATE INFORMATION BOTTLENECK
8 25560 MAP MATCHING//MAGNETOQUASISTATICS//HEIGHT AIDING
9 11927 SIGHT DISTANCE//HORIZONTAL CURVE//TWO LANE HIGHWAYS
10 10788 PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING//PHOTOGRAMMETRIC RECORD//ORTHORECTIFICATION

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