Class information for:
Level 1: HEAD POSE ESTIMATION//DRIVING POSTURES//DRIVER MONITORING SYSTEM

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
25892 269 30.3 41%


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
791 2             FACE RECOGNITION//BIOMETRICS//IRIS RECOGNITION 12126
25892 1                   HEAD POSE ESTIMATION//DRIVING POSTURES//DRIVER MONITORING SYSTEM 269

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 HEAD POSE ESTIMATION authKW 1986461 13% 50% 35
2 DRIVING POSTURES authKW 454056 1% 100% 4
3 DRIVER MONITORING SYSTEM authKW 340542 1% 100% 3
4 VISUAL FOCUS OF ATTENTION authKW 340542 1% 100% 3
5 HEAD POSE authKW 302694 3% 33% 8
6 DRIVER PHONE USE authKW 227028 1% 100% 2
7 DRIVING BEHAVIOR RECOGNITION authKW 227028 1% 100% 2
8 FACIAL POSE DETECTION authKW 227028 1% 100% 2
9 HEAD ORIENTATION ESTIMATION authKW 227028 1% 100% 2
10 HEAD YAW ESTIMATION authKW 227028 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 Computer Science, Artificial Intelligence 5555 38% 0% 101
2 Transportation Science & Technology 4747 17% 0% 45
3 Engineering, Electrical & Electronic 1950 50% 0% 134
4 Computer Science, Cybernetics 810 5% 0% 14
5 Computer Science, Theory & Methods 776 15% 0% 41
6 Computer Science, Software Engineering 506 10% 0% 28
7 Imaging Science & Photographic Technology 394 6% 0% 15
8 Computer Science, Information Systems 309 9% 0% 25
9 Engineering, Civil 249 9% 0% 24
10 Optics 99 9% 0% 25

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 INTELLIGENT SAFE AUTOMOBILES 177359 2% 31% 5
2 AMRITA E LEARNING 151351 1% 67% 2
3 CVRR 151351 1% 67% 2
4 BO LANGUAGE SERV 113514 0% 100% 1
5 CHAIR CONTROL SIGNAL THEORY 113514 0% 100% 1
6 COMP SCI ARISTOTLE 113514 0% 100% 1
7 EDINBURGH PARTNERSHIP ENGN MATH 113514 0% 100% 1
8 ENSA KENITRA 113514 0% 100% 1
9 FEATU VERIFICAT VALIDAT 113514 0% 100% 1
10 GRP SIGNAL PROC PLICAT 113514 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 36338 9% 1% 24
2 IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE 12518 1% 3% 4
3 IET INTELLIGENT TRANSPORT SYSTEMS 7670 2% 1% 6
4 FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING 5102 1% 2% 3
5 MACHINE VISION AND APPLICATIONS 3703 2% 1% 6
6 IMAGE AND VISION COMPUTING 3564 3% 0% 9
7 COMPUTER VISION AND IMAGE UNDERSTANDING 2821 3% 0% 7
8 IET COMPUTER VISION 2285 1% 1% 3
9 EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING 2225 1% 1% 3
10 ELEKTRONIKA IR ELEKTROTECHNIKA 1613 2% 0% 5

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 HEAD POSE ESTIMATION 1986461 13% 50% 35 Search HEAD+POSE+ESTIMATION Search HEAD+POSE+ESTIMATION
2 DRIVING POSTURES 454056 1% 100% 4 Search DRIVING+POSTURES Search DRIVING+POSTURES
3 DRIVER MONITORING SYSTEM 340542 1% 100% 3 Search DRIVER+MONITORING+SYSTEM Search DRIVER+MONITORING+SYSTEM
4 VISUAL FOCUS OF ATTENTION 340542 1% 100% 3 Search VISUAL+FOCUS+OF+ATTENTION Search VISUAL+FOCUS+OF+ATTENTION
5 HEAD POSE 302694 3% 33% 8 Search HEAD+POSE Search HEAD+POSE
6 DRIVER PHONE USE 227028 1% 100% 2 Search DRIVER+PHONE+USE Search DRIVER+PHONE+USE
7 DRIVING BEHAVIOR RECOGNITION 227028 1% 100% 2 Search DRIVING+BEHAVIOR+RECOGNITION Search DRIVING+BEHAVIOR+RECOGNITION
8 FACIAL POSE DETECTION 227028 1% 100% 2 Search FACIAL+POSE+DETECTION Search FACIAL+POSE+DETECTION
9 HEAD ORIENTATION ESTIMATION 227028 1% 100% 2 Search HEAD+ORIENTATION+ESTIMATION Search HEAD+ORIENTATION+ESTIMATION
10 HEAD YAW ESTIMATION 227028 1% 100% 2 Search HEAD+YAW+ESTIMATION Search HEAD+YAW+ESTIMATION

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 NARAYANAN, A , KAIMAL, RM , BIJLANI, K , (2016) ESTIMATION OF DRIVER HEAD YAW ANGLE USING A GENERIC GEOMETRIC MODEL.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. VOL. 17. ISSUE 12. P. 3446 -3460 25 66% 0
2 NARAYANAN, A , KAIMAL, RM , BIJLANI, K , (2014) YAW ESTIMATION USING CYLINDRICAL AND ELLIPSOIDAL FACE MODELS.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. VOL. 15. ISSUE 5. P. 2308 -2320 19 50% 1
3 LIAO, HB , LU, SJ , WANG, DH , (2016) TIED FACTOR ANALYSIS FOR UNCONSTRAINED FACE POSE CLASSIFICATION.OPTIK. VOL. 127. ISSUE 23. P. 11553 -11566 12 63% 0
4 DIAZ-CHITO, K , HERNANDEZ-SABATE, A , LOPEZ, AM , (2016) A REDUCED FEATURE SET FOR DRIVER HEAD POSE ESTIMATION.APPLIED SOFT COMPUTING. VOL. 45. ISSUE . P. 98 -107 11 69% 0
5 CHENG, XQ , CHEN, YJ , XING, ZY , LI, YF , QIN, Y , (2016) A NOVEL ONLINE DETECTION SYSTEM FOR WHEELSET SIZE IN RAILWAY TRANSPORTATION.JOURNAL OF SENSORS. VOL. . ISSUE . P. - 9 69% 0
6 MURPHY-CHUTORIAN, E , TRIVEDI, MM , (2009) HEAD POSE ESTIMATION IN COMPUTER VISION: A SURVEY.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 31. ISSUE 4. P. 607 -626 14 29% 368
7 YAN, C , COENEN, F , ZHANG, BL , (2016) DRIVING POSTURE RECOGNITION BY CONVOLUTIONAL NEURAL NETWORKS.IET COMPUTER VISION. VOL. 10. ISSUE 2. P. 103 -114 12 43% 2
8 XING, ZY , CHEN, YJ , WANG, XH , QIN, Y , CHEN, S , (2016) ONLINE DETECTION SYSTEM FOR WHEEL-SET SIZE OF RAIL VEHICLE BASED ON 2D LASER DISPLACEMENT SENSORS.OPTIK. VOL. 127. ISSUE 4. P. 1695 -1702 7 78% 0
9 TAWARI, A , MARTIN, S , TRIVEDI, MM , (2014) CONTINUOUS HEAD MOVEMENT ESTIMATOR FOR DRIVER ASSISTANCE: ISSUES, ALGORITHMS, AND ON-ROAD EVALUATIONS.IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. VOL. 15. ISSUE 2. P. 818 -830 11 48% 7
10 ZHAO, CH , HE, J , ZHANG, XQ , QI, XZ , CHEN, AW , (2015) RECOGNITION OF DRIVING POSTURES BY NONSUBSAMPLED CONTOURLET TRANSFORM AND K-NEAREST NEIGHBOR CLASSIFIER.COMPUTER SYSTEMS SCIENCE AND ENGINEERING. VOL. 30. ISSUE 3. P. 233 -241 8 67% 0

Classes with closest relation at Level 1


Rank Class id link
1 7656 FACE DETECTION//EYE DETECTION//GAZE ESTIMATION
2 9664 FACIAL EXPRESSION RECOGNITION//3D FACE RECOGNITION//FACIAL EXPRESSION ANALYSIS
3 8737 DRIVER DISTRACTION//DISTRACTED DRIVING//IN VEHICLE INFORMATION SYSTEMS
4 30006 SOCIAL SIGNAL PROCESSING//AUTOMATIC PERSONALITY PERCEPTION//AUTOMATIC PERSONALITY RECOGNITION
5 8867 LANE DETECTION//INTELLIGENT VEHICLES//IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
6 8905 DRIVER FATIGUE//SLEEPINESS//DROWSY DRIVING
7 127 FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING
8 23537 GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION
9 1996 VISUAL TRACKING//OBJECT TRACKING//PEDESTRIAN DETECTION
10 13587 FACIAL ANIMATION//AUDIO VISUAL SPEECH RECOGNITION//FACE ANIMATION

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