Class information for:
Level 2: COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
83 27200 26.1 46%


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
83 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION 27200
1425 1                   SLAM//ROBOTICS//MOBILE ROBOTS 2672
1477 1                   IMAGE MATCHING//SIFT//SCENE CLASSIFICATION 2635
2651 1                   FRINGE PROJECTION//STRUCTURED LIGHT//3D SHAPE MEASUREMENT 2185
4437 1                   STRUCTURE FROM MOTION//PROJECTIVE RECONSTRUCTION//EPIPOLAR GEOMETRY 1785
4522 1                   OPTICAL FLOW//MOTION ESTIMATION//MOTION SEGMENTATION 1773
6285 1                   MOMENT INVARIANTS//ZERNIKE MOMENTS//ORTHOGONAL MOMENTS 1504
7796 1                   STEREO MATCHING//STEREO VISION//DISPARITY MAP 1326
8663 1                   RANGE IMAGE//3D OBJECT RECOGNITION//3D REGISTRATION 1231
8863 1                   HOUGH TRANSFORM//CIRCLE DETECTION//ELLIPSE DETECTION 1210
9144 1                   EDGE DETECTION//COLOR EDGE DETECTION//EDGE LOCALIZATION 1184
10087 1                   POLYGONAL APPROXIMATION//CORNER DETECTION//DOMINANT POINTS 1093
10632 1                   GRAPH MATCHING//GRAPH EDIT DISTANCE//GRAPH CLASSIFICATION 1046
11043 1                   SHAPE FROM SHADING//PHOTOMETRIC STEREO//LAMBERTIAN MODEL 1012
12200 1                   VISUAL SERVOING//UNCALIBRATED VISUAL SERVOING//VISUAL SERVO CONTROL 925
12322 1                   CAMERA CALIBRATION//LENS DISTORTION//RADIAL DISTORTION 915
16722 1                   SHAPE FROM SILHOUETTE//VISUAL HULL//ASPECT GRAPHS 640
18611 1                   POSE ESTIMATION//PERSPECTIVE N POINT PROBLEM//POSE DETERMINATION 544
19510 1                   SENSOR PLANNING//ACTIVE VISION//NEXT BEST VIEW 502
19543 1                   SCALE SPACE//STEERABLE FILTERS//MONOGENIC SIGNAL 500
21244 1                   SOLID RECONSTRUCTION//ORTHOGRAPHIC VIEWS//LINE DRAWING LABELLING 427
22675 1                   SYMMETRY DETECTION//REFLECTIONAL SYMMETRY//CIRCULARITY MEASURE 372
23690 1                   BAYESIAN UNITS//BAYESIAN PROGRAMMING//AIRSCOPE 337
25468 1                   SUPERQUADRICS//REPRESENTATION LEVELS//CONCEPTUAL SPACES 280
26514 1                   RETINA LIKE SENSOR//LOG POLAR//LOG POLAR MAPPING 253
26572 1                   PHASE CORRELATION//PHASE ONLY CORRELATION//DISCREPANCY NORM 251
27513 1                   INCREMENTAL REFINEMENT OF COMPUTATION//TEMPLATE MATCHING//APPROXIMATE SIGNAL PROCESSING 228
28562 1                   VIDEO STABILIZATION//DIGITAL IMAGE STABILIZATION//DIGITAL VIDEO STABILIZATION 204
36083 1                   OUTDOOR SCENE DESCRIPTION//TOWER OF KNOWLEDGE//APPLIED ARTIFICIAL INTELLIGENCE IN ENGINEERING 86
36497 1                   VIDEO SYNCHRONIZATION//VIDEO ALIGNMENT//SPATIOTEMPORAL ALIGNMENT 80

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 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE WoSSC 770199 44% 6% 11928
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE journal 503662 5% 31% 1438
3 INTERNATIONAL JOURNAL OF COMPUTER VISION journal 445766 3% 47% 843
4 IMAGE AND VISION COMPUTING journal 296014 3% 32% 825
5 PATTERN RECOGNITION journal 282539 5% 19% 1316
6 ROBOTICS WoSSC 272044 9% 10% 2506
7 COMPUTER VISION AND IMAGE UNDERSTANDING journal 266337 3% 35% 684
8 CAMERA CALIBRATION authKW 257852 1% 61% 377
9 VISUAL SERVOING authKW 222448 1% 62% 323
10 OPTICAL FLOW authKW 218154 2% 46% 428

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 770199 44% 6% 11928
2 Robotics 272044 9% 10% 2506
3 Engineering, Electrical & Electronic 91792 35% 1% 9505
4 Computer Science, Software Engineering 74902 12% 2% 3395
5 Computer Science, Theory & Methods 59945 13% 2% 3649
6 Imaging Science & Photographic Technology 51736 6% 3% 1720
7 Optics 27980 14% 1% 3937
8 Computer Science, Cybernetics 19336 3% 3% 700
9 Computer Science, Information Systems 16083 7% 1% 1865
10 Automation & Control Systems 14371 5% 1% 1392

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 SCI 52938 10% 2% 2772
2 COMP VIS 42273 1% 19% 203
3 AUTONOMOUS SYST 27325 0% 26% 96
4 AUTOMAT 20406 2% 3% 591
5 COMPUTAT VIS ACT PERCEPT 18133 0% 60% 27
6 GRAVIR 16020 0% 43% 33
7 PATTERN RECOGNIT 14949 1% 10% 140
8 ROBOT 14758 1% 6% 209
9 VEHICLE PLICAT ENGN 14568 0% 100% 13
10 VIS SPEECH SIGNAL PROC 14347 0% 19% 69

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 PATTERN ANALYSIS AND MACHINE INTELLIGENCE 503662 5% 31% 1438
2 INTERNATIONAL JOURNAL OF COMPUTER VISION 445766 3% 47% 843
3 IMAGE AND VISION COMPUTING 296014 3% 32% 825
4 PATTERN RECOGNITION 282539 5% 19% 1316
5 COMPUTER VISION AND IMAGE UNDERSTANDING 266337 3% 35% 684
6 PATTERN RECOGNITION LETTERS 204313 4% 18% 1028
7 CVGIP-IMAGE UNDERSTANDING 100064 1% 65% 137
8 ROBOTICS AND AUTONOMOUS SYSTEMS 98137 2% 20% 441
9 COMPUTER VISION GRAPHICS AND IMAGE PROCESSING 86503 1% 34% 229
10 IEEE TRANSACTIONS ON IMAGE PROCESSING 80687 2% 12% 632

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 CAMERA CALIBRATION 257852 1% 61% 377 Search CAMERA+CALIBRATION Search CAMERA+CALIBRATION
2 VISUAL SERVOING 222448 1% 62% 323 Search VISUAL+SERVOING Search VISUAL+SERVOING
3 OPTICAL FLOW 218154 2% 46% 428 Search OPTICAL+FLOW Search OPTICAL+FLOW
4 STEREO MATCHING 195539 1% 76% 230 Search STEREO+MATCHING Search STEREO+MATCHING
5 COMPUTER VISION 189921 3% 25% 690 Search COMPUTER+VISION Search COMPUTER+VISION
6 STRUCTURE FROM MOTION 187381 1% 54% 313 Search STRUCTURE+FROM+MOTION Search STRUCTURE+FROM+MOTION
7 STEREO VISION 182028 1% 44% 372 Search STEREO+VISION Search STEREO+VISION
8 SLAM 170872 1% 61% 252 Search SLAM Search SLAM
9 HOUGH TRANSFORM 169780 1% 46% 332 Search HOUGH+TRANSFORM Search HOUGH+TRANSFORM
10 MOBILE ROBOTS 136703 2% 24% 505 Search MOBILE+ROBOTS Search MOBILE+ROBOTS

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 MUKHOPADHYAY, P , CHAUDHURI, BB , (2015) A SURVEY OF HOUGH TRANSFORM.PATTERN RECOGNITION. VOL. 48. ISSUE 3. P. 993 -1010 79 88% 33
2 LI, YF , KWOK, NM , CHEN, SY , (2011) ACTIVE VISION IN ROBOTIC SYSTEMS: A SURVEY OF RECENT DEVELOPMENTS.INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH. VOL. 30. ISSUE 11. P. 1343 -1377 117 71% 69
3 FUENTES-PACHECO, J , RUIZ-ASCENCIO, J , RENDON-MANCHA, JM , (2015) VISUAL SIMULTANEOUS LOCALIZATION AND MAPPING: A SURVEY.ARTIFICIAL INTELLIGENCE REVIEW. VOL. 43. ISSUE 1. P. 55 -81 59 92% 40
4 FORTUN, D , BOUTHEMY, P , KERVRANN, C , (2015) OPTICAL FLOW MODELING AND COMPUTATION: A SURVEY.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 134. ISSUE . P. 1 -21 95 66% 20
5 FOGGIA, P , PERCANNELLA, G , VENTO, M , (2014) GRAPH MATCHING AND LEARNING IN PATTERN RECOGNITION IN THE LAST 10 YEARS.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 28. ISSUE 1. P. - 91 68% 40
6 SCHARSTEIN, D , SZELISKI, R , (2002) A TAXONOMY AND EVALUATION OF DENSE TWO-FRAME STEREO CORRESPONDENCE ALGORITHMS.INTERNATIONAL JOURNAL OF COMPUTER VISION. VOL. 47. ISSUE 1-3. P. 7 -42 45 83% 2443
7 ZITOVA, B , FLUSSER, J , (2003) IMAGE REGISTRATION METHODS: A SURVEY.IMAGE AND VISION COMPUTING. VOL. 21. ISSUE 11. P. 977 -1000 66 49% 2617
8 GARCIA-FIDALGO, E , ORTIZ, A , (2015) VISION-BASED TOPOLOGICAL MAPPING AND LOCALIZATION METHODS: A SURVEY.ROBOTICS AND AUTONOMOUS SYSTEMS. VOL. 64. ISSUE . P. 1 -20 59 95% 15
9 ROSTEN, E , PORTER, R , DRUMMOND, T , (2010) FASTER AND BETTER: A MACHINE LEARNING APPROACH TO CORNER DETECTION.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 32. ISSUE 1. P. 105 -119 40 91% 372
10 SAEEDI, S , TRENTINI, M , SETO, M , LI, H , (2016) MULTIPLE-ROBOT SIMULTANEOUS LOCALIZATION AND MAPPING: A REVIEW.JOURNAL OF FIELD ROBOTICS. VOL. 33. ISSUE 1. P. 3 -46 68 75% 2

Classes with closest relation at Level 2


Rank Class id link
1 496 CONTENT BASED IMAGE RETRIEVAL//OBJECT TRACKING//ACTION RECOGNITION
2 2889 PHOTOGRAMMETRIC RECORD//PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING//REMOTE SENSING
3 2490 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA
4 765 IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION
5 1785 MATHEMATICAL MORPHOLOGY//DIGITAL TOPOLOGY//DIGITAL GEOMETRY
6 2413 CHARACTER RECOGNITION//HANDWRITING RECOGNITION//INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION
7 589 COMPUTER GRAPHICS FORUM//ACM TRANSACTIONS ON GRAPHICS//COMPUTER SCIENCE, SOFTWARE ENGINEERING
8 791 FACE RECOGNITION//BIOMETRICS//IRIS RECOGNITION
9 1780 DIGITAL IMAGE CORRELATION//OPTICS AND LASERS IN ENGINEERING//SPECKLE INTERFEROMETRY
10 442 COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION

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