Class information for:
Level 1: ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2200 2325 30.4 59%


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
765 2             IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION 12312
2200 1                   ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL 2325

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 ACTIVE CONTOURS authKW 2054819 13% 50% 312
2 IMAGE SEGMENTATION authKW 1091101 24% 15% 564
3 ACTIVE CONTOUR MODEL authKW 857371 5% 51% 127
4 LEVEL SET authKW 517165 10% 17% 228
5 LEVEL SET METHOD authKW 483696 9% 17% 220
6 SHAPE PRIOR authKW 403027 2% 57% 54
7 CURVE EVOLUTION authKW 362362 2% 56% 49
8 CHAN VESE MODEL authKW 348778 1% 80% 33
9 GEODESIC ACTIVE CONTOURS authKW 332861 2% 65% 39
10 INTENSITY INHOMOGENEITY authKW 328252 2% 56% 45

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 76377 47% 1% 1097
2 Imaging Science & Photographic Technology 12183 10% 0% 241
3 Engineering, Electrical & Electronic 9478 38% 0% 886
4 Computer Science, Theory & Methods 7135 16% 0% 365
5 Computer Science, Software Engineering 5678 12% 0% 274
6 Engineering, Biomedical 3086 10% 0% 223
7 Computer Science, Interdisciplinary Applications 2053 9% 0% 199
8 Computer Science, Information Systems 1973 8% 0% 188
9 Radiology, Nuclear Medicine & Medical Imaging 1344 10% 0% 242
10 Computer Science, Cybernetics 1138 2% 0% 50

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 IMAGE PROC COMP GR H L IX 52527 0% 100% 4
2 IMAGING VISUALIZAT 51975 1% 20% 20
3 NETWORK INTELLIGENT INFORMAT PROC 42889 0% 47% 7
4 MATH IMAGING TECH 28969 0% 28% 8
5 ELEKTROTECH TEORETYCZNEJ TECH INFORMACYJNY 26263 0% 100% 2
6 INTERVENT NEURO RADIOL 26263 0% 100% 2
7 PATTERN RECOGNIT ARTIFICIAL INTELLEGENCE 26263 0% 100% 2
8 JOINT IMAGING SCI TECHNOL 19695 0% 50% 3
9 ELECT COMP IMAGING SCI 17508 0% 67% 2
10 PHYS IMAGE PROC GRP 17379 0% 19% 7

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 IMAGE PROCESSING 66605 7% 3% 167
2 INTERNATIONAL JOURNAL OF COMPUTER VISION 48167 3% 5% 81
3 JOURNAL OF MATHEMATICAL IMAGING AND VISION 28266 2% 5% 47
4 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 27889 4% 2% 99
5 COMPUTER VISION AND IMAGE UNDERSTANDING 20140 2% 3% 55
6 PATTERN RECOGNITION 15424 4% 1% 90
7 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 13839 2% 3% 41
8 PATTERN RECOGNITION LETTERS 12362 3% 1% 74
9 IMAGE AND VISION COMPUTING 12187 2% 2% 49
10 LECTURE NOTES IN COMPUTER SCIENCE 11050 12% 0% 277

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 ACTIVE CONTOURS 2054819 13% 50% 312 Search ACTIVE+CONTOURS Search ACTIVE+CONTOURS
2 IMAGE SEGMENTATION 1091101 24% 15% 564 Search IMAGE+SEGMENTATION Search IMAGE+SEGMENTATION
3 ACTIVE CONTOUR MODEL 857371 5% 51% 127 Search ACTIVE+CONTOUR+MODEL Search ACTIVE+CONTOUR+MODEL
4 LEVEL SET 517165 10% 17% 228 Search LEVEL+SET Search LEVEL+SET
5 LEVEL SET METHOD 483696 9% 17% 220 Search LEVEL+SET+METHOD Search LEVEL+SET+METHOD
6 SHAPE PRIOR 403027 2% 57% 54 Search SHAPE+PRIOR Search SHAPE+PRIOR
7 CURVE EVOLUTION 362362 2% 56% 49 Search CURVE+EVOLUTION Search CURVE+EVOLUTION
8 CHAN VESE MODEL 348778 1% 80% 33 Search CHAN+VESE+MODEL Search CHAN+VESE+MODEL
9 GEODESIC ACTIVE CONTOURS 332861 2% 65% 39 Search GEODESIC+ACTIVE+CONTOURS Search GEODESIC+ACTIVE+CONTOURS
10 INTENSITY INHOMOGENEITY 328252 2% 56% 45 Search INTENSITY+INHOMOGENEITY Search INTENSITY+INHOMOGENEITY

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 LI, Q , DENG, TQ , XIE, W , (2016) ACTIVE CONTOURS DRIVEN BY DIVERGENCE OF GRADIENT VECTOR FLOW.SIGNAL PROCESSING. VOL. 120. ISSUE . P. 185 -199 38 88% 2
2 JI, ZX , XIA, Y , SUN, QS , CAO, G , CHEN, Q , (2015) ACTIVE CONTOURS DRIVEN BY LOCAL LIKELIHOOD IMAGE FITTING ENERGY FOR IMAGE SEGMENTATION.INFORMATION SCIENCES. VOL. 301. ISSUE . P. 285 -304 39 83% 7
3 WANG, H , HUANG, TZ , XU, ZB , WANG, YL , (2014) AN ACTIVE CONTOUR MODEL AND ITS ALGORITHMS WITH LOCAL AND GLOBAL GAUSSIAN DISTRIBUTION FITTING ENERGIES.INFORMATION SCIENCES. VOL. 263. ISSUE . P. 43 -59 38 86% 14
4 HUANG, CC , ZENG, L , (2015) ROBUST IMAGE SEGMENTATION USING LOCAL ROBUST STATISTICS AND CORRENTROPY-BASED K-MEANS CLUSTERING.OPTICS AND LASERS IN ENGINEERING. VOL. 66. ISSUE . P. 187 -203 35 92% 6
5 ABDELSAMEA, MM , GNECCO, G , GABER, MM , ELYAN, E , (2015) ON THE RELATIONSHIP BETWEEN VARIATIONAL LEVEL SET-BASED AND SOM-BASED ACTIVE CONTOURS.COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE. VOL. . ISSUE . P. - 46 71% 3
6 VANTARAM, SR , SABER, E , (2012) SURVEY OF CONTEMPORARY TRENDS IN COLOR IMAGE SEGMENTATION.JOURNAL OF ELECTRONIC IMAGING. VOL. 21. ISSUE 4. P. - 81 41% 22
7 NIU, SJ , CHEN, Q , DE SISTERNES, L , JI, ZX , ZHOU, ZM , RUBIN, DL , (2017) ROBUST NOISE REGION-BASED ACTIVE CONTOUR MODEL VIA LOCAL SIMILARITY FACTOR FOR IMAGE SEGMENTATION.PATTERN RECOGNITION. VOL. 61. ISSUE . P. 104 -119 21 91% 1
8 WANG, XF , MIN, H , ZOU, L , ZHANG, YG , (2015) A NOVEL LEVEL SET METHOD FOR IMAGE SEGMENTATION BY INCORPORATING LOCAL STATISTICAL ANALYSIS AND GLOBAL SIMILARITY MEASUREMENT.PATTERN RECOGNITION. VOL. 48. ISSUE 1. P. 189 -204 31 91% 7
9 LIU, SW , GALLAND, F , BERTAUX, N , (2014) FAST NONPARAMETRIC ACTIVE CONTOUR ADAPTED TO QUADRATIC INHOMOGENEOUS INTENSITY FLUCTUATIONS.PATTERN RECOGNITION. VOL. 47. ISSUE 11. P. 3681 -3692 33 94% 2
10 HUANG, TZ , XU, Z , WANG, YG , WANG, H , (2016) A TWO-STAGE IMAGE SEGMENTATION VIA GLOBAL AND LOCAL REGION ACTIVE CONTOURS.NEUROCOMPUTING. VOL. 205. ISSUE . P. 130 -140 32 80% 2

Classes with closest relation at Level 1


Rank Class id link
1 8726 STATISTICAL SHAPE MODEL//ACTIVE SHAPE MODEL//CARDIAC SEGMENTATION
2 13895 LIVER SEGMENTATION//PROSTATE SEGMENTATION//LABEL FUSION
3 5095 SKULL STRIPPING//IMAGE SEGMENTATION//BRAIN TUMOR SEGMENTATION
4 2836 TOTAL VARIATION//IMAGE RESTORATION//IMAGE DENOISING
5 6212 MULTILEVEL THRESHOLDING//IMAGE THRESHOLDING//IMAGE SEGMENTATION
6 24794 FUZZY CONNECTEDNESS//IMAGE FORESTING TRANSFORM//GRAPH SEARCH ALGORITHMS
7 6978 CELL SEGMENTATION//HISTOPATHOLOGICAL IMAGE ANALYSIS//NUCLEI SEGMENTATION
8 25468 SUPERQUADRICS//REPRESENTATION LEVELS//CONCEPTUAL SPACES
9 6813 VESSEL SEGMENTATION//RETINAL IMAGE//FUNDUS IMAGE
10 15273 COLORIZATION//COLOR TRANSFER//EDIT PROPAGATION

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