Class information for:
Level 1: TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//TEXTURE ANALYSIS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4774 1729 27.3 51%


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
2490 2             TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA 3919
4774 1                   TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//TEXTURE ANALYSIS 1729

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 TEXTURE CLASSIFICATION authKW 2292691 12% 65% 199
2 TEXTURE SEGMENTATION authKW 744625 5% 44% 95
3 TEXTURE ANALYSIS authKW 341654 9% 12% 157
4 LOCAL BINARY PATTERN authKW 324025 5% 23% 79
5 ROTATION INVARIANCE authKW 255348 3% 30% 49
6 GABOR FILTER authKW 212773 4% 17% 72
7 TEXTURE SPECTRUM authKW 181632 1% 86% 12
8 TEXTURE RETRIEVAL authKW 173861 1% 62% 16
9 FRACTAL DESCRIPTORS authKW 169521 1% 80% 12
10 TEXTURE DESCRIPTORS authKW 136974 1% 48% 16

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 71990 53% 0% 917
2 Imaging Science & Photographic Technology 11213 12% 0% 199
3 Engineering, Electrical & Electronic 10396 46% 0% 789
4 Computer Science, Theory & Methods 3506 13% 0% 223
5 Computer Science, Software Engineering 2505 9% 0% 159
6 Computer Science, Information Systems 1636 9% 0% 147
7 Remote Sensing 1209 4% 0% 65
8 Computer Science, Cybernetics 1091 2% 0% 42
9 Optics 727 10% 0% 170
10 Computer Science, Interdisciplinary Applications 174 3% 0% 58

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 ROBOT COMP VIS GRP 76299 1% 39% 11
2 MACHINE VIS MEDIA PROC UNIT 39731 0% 75% 3
3 LIM SCI DHAR EL MAHRAZ 35318 0% 100% 2
4 MEPCO ENGN POST 35318 0% 100% 2
5 ROBOT VIS U2IS 35318 0% 100% 2
6 LIFESTYLE DESIGN 25681 0% 36% 4
7 SAO CARLOS PHYS 24623 1% 8% 17
8 CHAIR MICROELECT SYST 23544 0% 67% 2
9 FLSHR 23544 0% 67% 2
10 LRIT URAC 29 23544 0% 67% 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 PATTERN RECOGNITION LETTERS 60793 8% 2% 141
2 PATTERN RECOGNITION 52684 8% 2% 143
3 IEEE TRANSACTIONS ON IMAGE PROCESSING 52624 7% 2% 128
4 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 22107 4% 2% 76
5 COMPUTER VISION GRAPHICS AND IMAGE PROCESSING 12582 1% 3% 22
6 IMAGE AND VISION COMPUTING 9859 2% 1% 38
7 PATTERN ANALYSIS AND APPLICATIONS 9813 1% 3% 20
8 JOURNAL OF ELECTRONIC IMAGING 8719 2% 2% 32
9 COMPUTER GRAPHICS AND IMAGE PROCESSING 8637 1% 5% 10
10 CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING 5996 0% 4% 8

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 TEXTURE CLASSIFICATION 2292691 12% 65% 199 Search TEXTURE+CLASSIFICATION Search TEXTURE+CLASSIFICATION
2 TEXTURE SEGMENTATION 744625 5% 44% 95 Search TEXTURE+SEGMENTATION Search TEXTURE+SEGMENTATION
3 TEXTURE ANALYSIS 341654 9% 12% 157 Search TEXTURE+ANALYSIS Search TEXTURE+ANALYSIS
4 LOCAL BINARY PATTERN 324025 5% 23% 79 Search LOCAL+BINARY+PATTERN Search LOCAL+BINARY+PATTERN
5 ROTATION INVARIANCE 255348 3% 30% 49 Search ROTATION+INVARIANCE Search ROTATION+INVARIANCE
6 GABOR FILTER 212773 4% 17% 72 Search GABOR+FILTER Search GABOR+FILTER
7 TEXTURE SPECTRUM 181632 1% 86% 12 Search TEXTURE+SPECTRUM Search TEXTURE+SPECTRUM
8 TEXTURE RETRIEVAL 173861 1% 62% 16 Search TEXTURE+RETRIEVAL Search TEXTURE+RETRIEVAL
9 FRACTAL DESCRIPTORS 169521 1% 80% 12 Search FRACTAL+DESCRIPTORS Search FRACTAL+DESCRIPTORS
10 TEXTURE DESCRIPTORS 136974 1% 48% 16 Search TEXTURE+DESCRIPTORS Search TEXTURE+DESCRIPTORS

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 OJALA, T , PIETIKAINEN, M , MAENPAA, T , (2002) MULTIRESOLUTION GRAY-SCALE AND ROTATION INVARIANT TEXTURE CLASSIFICATION WITH LOCAL BINARY PATTERNS.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 24. ISSUE 7. P. 971-987 18 95% 4138
2 FERNANDEZ, A , ALVAREZ, MX , BIANCONI, F , (2013) TEXTURE DESCRIPTION THROUGH HISTOGRAMS OF EQUIVALENT PATTERNS.JOURNAL OF MATHEMATICAL IMAGING AND VISION. VOL. 45. ISSUE 1. P. 76 -102 46 79% 18
3 NGUYEN, TP , VU, NS , MANZANERA, A , (2016) STATISTICAL BINARY PATTERNS FOR ROTATIONAL INVARIANT TEXTURE CLASSIFICATION.NEUROCOMPUTING. VOL. 173. ISSUE . P. 1565 -1577 32 84% 3
4 RYU, J , HONG, S , YANG, HS , (2015) SORTED CONSECUTIVE LOCAL BINARY PATTERN FOR TEXTURE CLASSIFICATION.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 24. ISSUE 7. P. 2254 -2265 30 86% 10
5 LIU, L , FIEGUTH, P , GUO, YL , WANG, XG , PIETIKAINEN, M , (2017) LOCAL BINARY FEATURES FOR TEXTURE CLASSIFICATION: TAXONOMY AND EXPERIMENTAL STUDY.PATTERN RECOGNITION. VOL. 62. ISSUE . P. 135 -160 44 65% 0
6 GUO, ZH , ZHANG, L , ZHANG, D , (2010) ROTATION INVARIANT TEXTURE CLASSIFICATION USING LBP VARIANCE (LBPV) WITH GLOBAL MATCHING.PATTERN RECOGNITION. VOL. 43. ISSUE 3. P. 706-719 22 79% 268
7 RANDEN, T , HUSOY, JH , (1999) FILTERING FOR TEXTURE CLASSIFICATION: A COMPARATIVE STUDY.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 21. ISSUE 4. P. 291 -310 23 88% 782
8 SOBREVILLA, P , MONTSENY, E , BARCELO, A , (2013) ROBUSTNESS ANALYSIS OF THE REDUCED FUZZY TEXTURE SPECTRUM AND ITS PERFORMANCE ON NOISY IMAGES.ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 179. VOL. 179. ISSUE . P. 263 -290 30 83% 0
9 AHMADVAND, A , DALIRI, MR , (2016) ROTATION INVARIANT TEXTURE CLASSIFICATION USING EXTENDED WAVELET CHANNEL COMBINING AND LL CHANNEL FILTER BANK.KNOWLEDGE-BASED SYSTEMS. VOL. 97. ISSUE . P. 75 -88 25 81% 1
10 NGUYEN, TP , MANZANERA, A , KROPATSCH, WG , NGUYEN, XS , (2016) TOPOLOGICAL ATTRIBUTE PATTERNS FOR TEXTURE RECOGNITION.PATTERN RECOGNITION LETTERS. VOL. 80. ISSUE . P. 91 -97 25 86% 0

Classes with closest relation at Level 1


Rank Class id link
1 13634 MARKOV RANDOM FIELD//ITERATIVE CONDITIONAL ESTIMATION//TRIPLET MARKOV CHAINS
2 7791 DEFECT DETECTION//SURFACE INSPECTION//FABRIC DEFECTS
3 1186 CONTENT BASED IMAGE RETRIEVAL//IMAGE RETRIEVAL//RELEVANCE FEEDBACK
4 31166 ANGLE MEASURE TECHNIQUE//MULTIVARIATE IMAGE ANALYSIS//WAVELET TEXTURE ANALYSIS
5 13889 TEXTURE SYNTHESIS//IMAGE COMPLETION//IMAGE INPAINTING
6 19543 SCALE SPACE//STEERABLE FILTERS//MONOGENIC SIGNAL
7 6212 MULTILEVEL THRESHOLDING//IMAGE THRESHOLDING//IMAGE SEGMENTATION
8 25881 DISCRETE TIME FRACTIONAL BROWNIAN MOTION//DISCRETE TIME FRACTIONAL GAUSSIAN NOISE//SYNERGIC CO ACTIVATION
9 22419 SCI TECHNOL TELECOMMUN//2 D SIGNAL PROCESSING//2 D LATTICE FILTERS
10 35947 CONTENT PRESENTATION//DIAGNOSIS IN INTERNAL MEDICINE//INTELLIGENT CAD

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