Class information for:
Level 2: MATHEMATICAL MORPHOLOGY//DIGITAL TOPOLOGY//DIGITAL GEOMETRY

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1785 6348 23.2 39%


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
1785 2             MATHEMATICAL MORPHOLOGY//DIGITAL TOPOLOGY//DIGITAL GEOMETRY 6348
5845 1                   DIGITAL TOPOLOGY//MEDIAL AXIS//SIMPLE POINT 1568
8459 1                   MATHEMATICAL MORPHOLOGY//CONNECTED OPERATORS//MORPHOLOGICAL NEURAL NETWORKS 1251
13604 1                   RECONFIGURABLE MESH//RECONFIGURABLE BUS//RECONFIGURABLE BUS SYSTEM 825
14201 1                   SPACE FILLING CURVES//LINEAR QUADTREE//QUADTREE 785
16683 1                   DIGITAL GEOMETRY//MULTIGRID CONVERGENCE//DIGITAL LINE 641
23639 1                   GENERALIZED MAPS//COMBINATORIAL MAP//IRREGULAR PYRAMIDS 339
24157 1                   COMPUTER GRAPHICS AND IMAGE PROCESSING//BINARY CONTOUR//BOUNDARY TRACKING ALGORITHM 321
25686 1                   CHROMOSOME CLASSIFICATION//AUTOMATED KARYOTYPING//AUTOMATED METAPHASE FINDING 274
29746 1                   ADAPTIVE LABELED VECTOR QUANTIZATION//AUTOMATIC SCHEMATIC GENERATION//COINCIDENCE DISTRIBUTED MEMORY 180
30709 1                   ADLIB SABLE//ATE INTERFACE//DEPTH BUFFER METHOD 164

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 MATHEMATICAL MORPHOLOGY authKW 591520 6% 34% 366
2 DIGITAL TOPOLOGY authKW 457441 2% 83% 115
3 DIGITAL GEOMETRY authKW 370791 2% 80% 97
4 MEDIAL AXIS authKW 258491 2% 51% 105
5 RECONFIGURABLE MESH authKW 193105 1% 85% 47
6 COMPUTER VISION GRAPHICS AND IMAGE PROCESSING journal 172603 2% 23% 156
7 SKELETONIZATION authKW 143793 1% 40% 74
8 SIMPLE POINT authKW 141513 1% 89% 33
9 DISTANCE TRANSFORM authKW 138393 1% 40% 72
10 A2SI address 136968 1% 81% 35

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 119981 36% 1% 2282
2 Computer Science, Software Engineering 49439 21% 1% 1310
3 Computer Science, Theory & Methods 41664 23% 1% 1436
4 Imaging Science & Photographic Technology 19758 8% 1% 510
5 Engineering, Electrical & Electronic 13762 29% 0% 1816
6 Computer Science, Hardware & Architecture 6437 6% 0% 376
7 Computer Science, Information Systems 5919 8% 0% 536
8 Mathematics, Applied 4190 11% 0% 720
9 COMPUTER APPLICATIONS & CYBERNETICS 2448 1% 1% 37
10 Computer Science, Interdisciplinary Applications 933 4% 0% 248

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 A2SI 136968 1% 81% 35
2 EQUIPE A3SI 63570 0% 58% 23
3 INFORMAT GASPARD MONGE 35890 1% 23% 32
4 IMAGE ANAL 32013 1% 11% 61
5 LSIIT 31131 1% 14% 45
6 TEXAS PL TECHNOL 29954 0% 69% 9
7 LIRIS 25874 1% 11% 50
8 CITR 23201 0% 37% 13
9 GRP ESIEE 22886 0% 48% 10
10 UP A 7005 21628 0% 50% 9

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 COMPUTER VISION GRAPHICS AND IMAGE PROCESSING 172603 2% 23% 156
2 PATTERN RECOGNITION LETTERS 123897 6% 7% 386
3 JOURNAL OF MATHEMATICAL IMAGING AND VISION 115590 2% 15% 157
4 COMPUTER GRAPHICS AND IMAGE PROCESSING 112126 1% 34% 69
5 PATTERN RECOGNITION 78981 5% 5% 336
6 IMAGE AND VISION COMPUTING 39109 2% 6% 145
7 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 34785 3% 4% 183
8 COMPUTERS & GRAPHICS 30068 1% 14% 45
9 COMPUTER VISION AND IMAGE UNDERSTANDING 26821 2% 5% 105
10 CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING 26137 1% 17% 32

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 MATHEMATICAL MORPHOLOGY 591520 6% 34% 366 Search MATHEMATICAL+MORPHOLOGY Search MATHEMATICAL+MORPHOLOGY
2 DIGITAL TOPOLOGY 457441 2% 83% 115 Search DIGITAL+TOPOLOGY Search DIGITAL+TOPOLOGY
3 DIGITAL GEOMETRY 370791 2% 80% 97 Search DIGITAL+GEOMETRY Search DIGITAL+GEOMETRY
4 MEDIAL AXIS 258491 2% 51% 105 Search MEDIAL+AXIS Search MEDIAL+AXIS
5 RECONFIGURABLE MESH 193105 1% 85% 47 Search RECONFIGURABLE+MESH Search RECONFIGURABLE+MESH
6 SKELETONIZATION 143793 1% 40% 74 Search SKELETONIZATION Search SKELETONIZATION
7 SIMPLE POINT 141513 1% 89% 33 Search SIMPLE+POINT Search SIMPLE+POINT
8 DISTANCE TRANSFORM 138393 1% 40% 72 Search DISTANCE+TRANSFORM Search DISTANCE+TRANSFORM
9 CONNECTED OPERATORS 124876 0% 84% 31 Search CONNECTED+OPERATORS Search CONNECTED+OPERATORS
10 MEDIAL AXIS TRANSFORM 121671 1% 56% 45 Search MEDIAL+AXIS+TRANSFORM Search MEDIAL+AXIS+TRANSFORM

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 SAHA, PK , STRAND, R , BORGEFORS, G , (2015) DIGITAL TOPOLOGY AND GEOMETRY IN MEDICAL IMAGING: A SURVEY.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 34. ISSUE 9. P. 1940 -1964 145 58% 1
2 SAHA, PK , BORGEFORS, G , DI BAJA, GS , (2016) A SURVEY ON SKELETONIZATION ALGORITHMS AND THEIR APPLICATIONS.PATTERN RECOGNITION LETTERS. VOL. 76. ISSUE . P. 3 -12 99 69% 3
3 MARAGOS, P , (2013) REPRESENTATIONS FOR MORPHOLOGICAL IMAGE OPERATORS AND ANALOGIES WITH LINEAR OPERATORS.ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 177. VOL. 177. ISSUE . P. 45 -187 55 87% 1
4 BERTRAND, G , COUPRIE, M , (2015) ISTHMUS BASED PARALLEL AND SYMMETRIC 3D THINNING ALGORITHMS.GRAPHICAL MODELS. VOL. 80. ISSUE . P. 1 -15 46 92% 1
5 NAJMAN, L , COUSTY, J , (2014) A GRAPH-BASED MATHEMATICAL MORPHOLOGY READER.PATTERN RECOGNITION LETTERS. VOL. 47. ISSUE . P. 3 -17 62 67% 3
6 WILKINSON, MHF , OUZOUNIS, GK , (2010) ADVANCES IN CONNECTIVITY AND CONNECTED ATTRIBUTE FILTERS.ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 161. VOL. 161. ISSUE . P. 211 -275 58 79% 1
7 CORNEA, ND , SILVER, D , MIN, P , (2007) CURVE-SKELETON PROPERTIES, APPLICATIONS, AND ALGORITHMS.IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS. VOL. 13. ISSUE 3. P. 530 -548 43 73% 183
8 COUPRIE, M , BERTRAND, G , (2016) ASYMMETRIC PARALLEL 3D THINNING SCHEME AND ALGORITHMS BASED ON ISTHMUSES.PATTERN RECOGNITION LETTERS. VOL. 76. ISSUE . P. 22 -31 33 100% 0
9 ARCELLI, C , DI BAJA, GS , SERINO, L , (2011) DISTANCE-DRIVEN SKELETONIZATION IN VOXEL IMAGES.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 33. ISSUE 4. P. 709 -720 36 88% 35
10 PERRET, B , (2015) INF-STRUCTURING FUNCTIONS: A UNIFYING THEORY OF CONNECTIONS AND CONNECTED OPERATORS.JOURNAL OF MATHEMATICAL IMAGING AND VISION. VOL. 51. ISSUE 1. P. 171 -194 34 92% 1

Classes with closest relation at Level 2


Rank Class id link
1 2413 CHARACTER RECOGNITION//HANDWRITING RECOGNITION//INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION
2 765 IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION
3 589 COMPUTER GRAPHICS FORUM//ACM TRANSACTIONS ON GRAPHICS//COMPUTER SCIENCE, SOFTWARE ENGINEERING
4 841 COMPUTATIONAL GEOMETRY//COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS//COMPUTER SCIENCE, THEORY & METHODS
5 83 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION
6 3199 SYSTOLIC ARRAY//ALGORITHM BASED FAULT TOLERANCE//ALGORITHM TRANSFORMATION
7 2490 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA
8 1419 COMPUTER AIDED GEOMETRIC DESIGN//ISOGEOMETRIC ANALYSIS//COMPUTER-AIDED DESIGN
9 442 COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION
10 3066 DISCRETE TOMOGRAPHY//DISCRETE COSINE TRANSFORM//FAST FOURIER TRANSFORM FFT

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