Class information for:
Level 1: TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//LOCAL BINARY PATTERN

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
37 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 110459
85 2             FACE RECOGNITION//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//ACTION RECOGNITION 27122
4992 1                   TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//LOCAL BINARY PATTERN 1718

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 TEXTURE CLASSIFICATION authKW 2633167 13% 66% 216
2 TEXTURE SEGMENTATION authKW 458569 4% 34% 74
3 LOCAL BINARY PATTERN authKW 429853 6% 25% 95
4 DYNAMIC TEXTURE authKW 367070 2% 51% 39
5 ROTATION INVARIANCE authKW 321290 3% 31% 56
6 TEXTURE ANALYSIS authKW 316628 9% 11% 153
7 LOCAL BINARY PATTERN LBP authKW 196968 2% 38% 28
8 TEXTURE RETRIEVAL authKW 196329 1% 63% 17
9 TEXTURE SPECTRUM authKW 188671 1% 86% 12
10 GABOR FILTER authKW 180860 4% 15% 67

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 70880 53% 0% 913
2 Engineering, Electrical & Electronic 10885 47% 0% 807
3 Imaging Science & Photographic Technology 9590 11% 0% 185
4 Computer Science, Software Engineering 3170 10% 0% 177
5 Computer Science, Theory & Methods 3001 12% 0% 206
6 Computer Science, Information Systems 2100 10% 0% 166
7 Optics 660 9% 0% 163
8 Remote Sensing 644 3% 0% 49
9 Computer Science, Cybernetics 573 2% 0% 31
10 Computer Science, Interdisciplinary Applications 138 3% 0% 53

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 INTELLIGENT ROBOT COMP VIS GRP 76522 1% 38% 11
2 MACHINE VIS MEDIA PROC UNIT 41271 0% 75% 3
3 CILNCIAS 36687 0% 100% 2
4 LIM SCI DHAR EL MAHRAZ 36687 0% 100% 2
5 MEPCO ENGN POST 36687 0% 100% 2
6 ROBOT VIS U2IS 36687 0% 100% 2
7 SAO CARLOS PHYS 29313 1% 8% 20
8 CHAIR MICROELECT SYST 24456 0% 67% 2
9 FLSHR 24456 0% 67% 2
10 LIPSIRN 24456 0% 67% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PATTERN RECOGNITION LETTERS 61442 8% 2% 141
2 PATTERN RECOGNITION 52441 8% 2% 142
3 IEEE TRANSACTIONS ON IMAGE PROCESSING 49222 7% 2% 126
4 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 21708 4% 2% 75
5 JOURNAL OF ELECTRONIC IMAGING 15050 3% 2% 43
6 IMAGE AND VISION COMPUTING 10004 2% 1% 38
7 COMPUTER VISION GRAPHICS AND IMAGE PROCESSING 9744 1% 3% 19
8 PATTERN ANALYSIS AND APPLICATIONS 9654 1% 3% 20
9 COMPUTER GRAPHICS AND IMAGE PROCESSING 7266 1% 4% 9
10 COMPUTER VISION AND IMAGE UNDERSTANDING 5152 1% 1% 24

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 TEXTURE CLASSIFICATION 2633167 13% 66% 216 Search TEXTURE+CLASSIFICATION Search TEXTURE+CLASSIFICATION
2 TEXTURE SEGMENTATION 458569 4% 34% 74 Search TEXTURE+SEGMENTATION Search TEXTURE+SEGMENTATION
3 LOCAL BINARY PATTERN 429853 6% 25% 95 Search LOCAL+BINARY+PATTERN Search LOCAL+BINARY+PATTERN
4 DYNAMIC TEXTURE 367070 2% 51% 39 Search DYNAMIC+TEXTURE Search DYNAMIC+TEXTURE
5 ROTATION INVARIANCE 321290 3% 31% 56 Search ROTATION+INVARIANCE Search ROTATION+INVARIANCE
6 TEXTURE ANALYSIS 316628 9% 11% 153 Search TEXTURE+ANALYSIS Search TEXTURE+ANALYSIS
7 LOCAL BINARY PATTERN LBP 196968 2% 38% 28 Search LOCAL+BINARY+PATTERN+LBP Search LOCAL+BINARY+PATTERN+LBP
8 TEXTURE RETRIEVAL 196329 1% 63% 17 Search TEXTURE+RETRIEVAL Search TEXTURE+RETRIEVAL
9 TEXTURE SPECTRUM 188671 1% 86% 12 Search TEXTURE+SPECTRUM Search TEXTURE+SPECTRUM
10 GABOR FILTER 180860 4% 15% 67 Search GABOR+FILTER Search GABOR+FILTER

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 1181 CONTENT BASED IMAGE RETRIEVAL//IMAGE RETRIEVAL//RELEVANCE FEEDBACK
2 9911 MARKOV RANDOM FIELD//ITERATIVE CONDITIONAL ESTIMATION//TRIPLET MARKOV CHAINS
3 33018 MULTIVARIATE IMAGE ANALYSIS//ANGLE MEASURE TECHNIQUE//ANGLE MEASURE TECHNIQUE AMT
4 8438 DEFECT DETECTION//SURFACE INSPECTION//FABRIC DEFECT DETECTION
5 38007 KATEDRA ELEKTROTECH ELEKT//L 1 IMPULSES//WYDZIAL INZYNIERII ELEKT KOMPUTEROWEJ
6 12810 NON PHOTOREALISTIC RENDERING//TEXTURE SYNTHESIS//SOLID TEXTURE
7 640 FACE RECOGNITION//3D FACE RECOGNITION//EIGENFACES
8 36509 BLOCK ADAPTIVE QUANTIZATION BAQ//BLOCK ADAPTIVE QUANTIZATION//MOTION PICTURE EXPERTS GROUP
9 22757 STEERABLE FILTERS//SCALE SPACE//MONOGENIC SIGNAL
10 23989 GENDER CLASSIFICATION//SOFT BIOMETRICS//GENDER RECOGNITION

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