Class information for:
Level 1: MATHEMATICAL MORPHOLOGY//CONNECTED OPERATORS//MORPHOLOGICAL NEURAL NETWORKS

Basic class information

Class id #P Avg. number of
references
Database coverage
of references
8459 1251 26.4 45%



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
8459 1                   MATHEMATICAL MORPHOLOGY//CONNECTED OPERATORS//MORPHOLOGICAL NEURAL NETWORKS 1251

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 2638754 27% 32% 343
2 CONNECTED OPERATORS authKW 593676 2% 81% 30
3 MORPHOLOGICAL NEURAL NETWORKS authKW 390514 1% 100% 16
4 PATTERN SPECTRUM authKW 251903 1% 61% 17
5 CONNECTED FILTERS authKW 219664 1% 100% 9
6 FUZZY MATHEMATICAL MORPHOLOGY authKW 195241 1% 50% 16
7 MAX TREE authKW 179722 1% 82% 9
8 STRUCTURING ELEMENT authKW 176322 1% 43% 17
9 CONNECTIVITY CLASS authKW 173560 1% 89% 8
10 COMPONENT TREE authKW 162708 1% 67% 10

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 48574 51% 0% 641
2 Engineering, Electrical & Electronic 7191 45% 0% 559
3 Imaging Science & Photographic Technology 5130 9% 0% 115
4 Computer Science, Software Engineering 4792 15% 0% 183
5 Computer Science, Theory & Methods 3272 15% 0% 182
6 Mathematics, Applied 996 12% 0% 154
7 Computer Science, Information Systems 616 6% 0% 79
8 Optics 516 10% 0% 122
9 Computer Science, Hardware & Architecture 150 2% 0% 28
10 Computer Science, Cybernetics 130 1% 0% 13

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 TEXAS PL TECHNOL 152070 1% 69% 9
2 MORPHOL MATH 96794 2% 21% 19
3 EQUIPE A3SI 87849 1% 30% 12
4 A2SI 81718 1% 28% 12
5 COMP VIS VISUALIZAT 73221 0% 100% 3
6 HUMAN MACHINES INTERACT HMI 73215 0% 50% 6
7 INFORMAT GASPARD MONGE 71228 2% 15% 20
8 CMM MORPHOL MATH MATH SYST 61013 0% 50% 5
9 A3SI 54915 0% 75% 3
10 EQUIPE ESIEE PARIS A3SI 48814 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 JOURNAL OF MATHEMATICAL IMAGING AND VISION 152546 6% 8% 80
2 IEEE TRANSACTIONS ON IMAGE PROCESSING 33590 7% 2% 87
3 PATTERN RECOGNITION 23327 6% 1% 81
4 ADVANCES IN IMAGING AND ELECTRON PHYSICS 20886 1% 5% 18
5 PATTERN RECOGNITION LETTERS 18363 5% 1% 66
6 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 16591 4% 1% 56
7 JOURNAL OF ELECTRONIC IMAGING 16155 3% 2% 37
8 IMAGE AND VISION COMPUTING 9076 2% 1% 31
9 JOURNAL OF CYBERNETICS 8132 0% 17% 2
10 SIGNAL PROCESSING 7943 4% 1% 46

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 2638754 27% 32% 343 Search MATHEMATICAL+MORPHOLOGY Search MATHEMATICAL+MORPHOLOGY
2 CONNECTED OPERATORS 593676 2% 81% 30 Search CONNECTED+OPERATORS Search CONNECTED+OPERATORS
3 MORPHOLOGICAL NEURAL NETWORKS 390514 1% 100% 16 Search MORPHOLOGICAL+NEURAL+NETWORKS Search MORPHOLOGICAL+NEURAL+NETWORKS
4 PATTERN SPECTRUM 251903 1% 61% 17 Search PATTERN+SPECTRUM Search PATTERN+SPECTRUM
5 CONNECTED FILTERS 219664 1% 100% 9 Search CONNECTED+FILTERS Search CONNECTED+FILTERS
6 FUZZY MATHEMATICAL MORPHOLOGY 195241 1% 50% 16 Search FUZZY+MATHEMATICAL+MORPHOLOGY Search FUZZY+MATHEMATICAL+MORPHOLOGY
7 MAX TREE 179722 1% 82% 9 Search MAX+TREE Search MAX+TREE
8 STRUCTURING ELEMENT 176322 1% 43% 17 Search STRUCTURING+ELEMENT Search STRUCTURING+ELEMENT
9 CONNECTIVITY CLASS 173560 1% 89% 8 Search CONNECTIVITY+CLASS Search CONNECTIVITY+CLASS
10 COMPONENT TREE 162708 1% 67% 10 Search COMPONENT+TREE Search COMPONENT+TREE

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 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 54 86% 1
2 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 55 75% 1
3 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 33 89% 1
4 APTOULA, E , LEFEVRE, S , (2011) MORPHOLOGICAL TEXTURE DESCRIPTION OF GREY-SCALE AND COLOR IMAGES.ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 169. VOL. 169. ISSUE . P. 1 -+ 51 61% 1
5 SALEMBIER, P , WILKINSON, MHF , (2009) CONNECTED OPERATORS A REVIEW OF REGION-BASED MORPHOLOGICAL IMAGE PROCESSING TECHNIQUES.IEEE SIGNAL PROCESSING MAGAZINE. VOL. 26. ISSUE 6. P. 136-157 30 94% 65
6 NAJMAN, L , COUSTY, J , (2014) A GRAPH-BASED MATHEMATICAL MORPHOLOGY READER.PATTERN RECOGNITION LETTERS. VOL. 47. ISSUE . P. 3 -17 51 55% 3
7 VALLE, ME , VALENTE, RA , (2017) MATHEMATICAL MORPHOLOGY ON THE SPHERICAL CIELAB QUANTALE WITH AN APPLICATION IN COLOR IMAGE BOUNDARY DETECTION.JOURNAL OF MATHEMATICAL IMAGING AND VISION. VOL. 57. ISSUE 2. P. 183 -201 30 88% 0
8 SANTILLAN, I , HERRERA-NAVARRO, AM , MENDIOLA-SANTIBANEZ, JD , TEROL-VILLALOBOS, IR , (2010) MORPHOLOGICAL CONNECTED FILTERING ON VISCOUS LATTICES.JOURNAL OF MATHEMATICAL IMAGING AND VISION. VOL. 36. ISSUE 3. P. 254 -269 27 100% 3
9 SUSSNER, P , ESMI, EL , (2011) MORPHOLOGICAL PERCEPTRONS WITH COMPETITIVE LEARNING: LATTICE-THEORETICAL FRAMEWORK AND CONSTRUCTIVE LEARNING ALGORITHM.INFORMATION SCIENCES. VOL. 181. ISSUE 10. P. 1929 -1950 29 83% 27
10 SUSSNER, P , ESMI, EL , VILLAVERDE, I , GRANA, M , (2012) THE KOSKO SUBSETHOOD FUZZY ASSOCIATIVE MEMORY (KS-FAM): MATHEMATICAL BACKGROUND AND APPLICATIONS IN COMPUTER VISION.JOURNAL OF MATHEMATICAL IMAGING AND VISION. VOL. 42. ISSUE 2-3. P. 134 -149 29 81% 6

Classes with closest relation at Level 1



Rank Class id link
1 6551 MEDIAN FILTER//IMPULSE NOISE//SALT AND PEPPER NOISE
2 24794 FUZZY CONNECTEDNESS//IMAGE FORESTING TRANSFORM//GRAPH SEARCH ALGORITHMS
3 5845 DIGITAL TOPOLOGY//MEDIAL AXIS//SIMPLE POINT
4 34630 NUMBER OF FALSE ALARMS//HELMHOLTZ PRINCIPLE//MEANINGFUL MATCHES
5 29305 URA CNRS 1317//CLOSED RANDOM SETS//CROSSED COVARIANCE
6 17430 SMALL TARGET DETECTION//SMALL TARGET//INFRARED SMALL TARGET DETECTION
7 32949 TWO DIMENSIONAL 2 D CONVOLUTION//2 D CONVOLUTION//COLOR EDGE ENHANCEMENT
8 19543 SCALE SPACE//STEERABLE FILTERS//MONOGENIC SIGNAL
9 36979 ANGIOGENESIS PROCESS//GRP DIGITAL SIGNAL PROC//INFORMAT TECHNOL DATA ANAL METHODS
10 6978 CELL SEGMENTATION//HISTOPATHOLOGICAL IMAGE ANALYSIS//NUCLEI SEGMENTATION

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