Class information for:
Level 1: FOCUS MEASURE//SHAPE FROM FOCUS//AUTOFOCUS

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
177 2             COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION 21383
17335 1                   FOCUS MEASURE//SHAPE FROM FOCUS//AUTOFOCUS 633

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 FOCUS MEASURE authKW 2088682 8% 82% 51
2 SHAPE FROM FOCUS authKW 1878737 7% 88% 43
3 AUTOFOCUS authKW 1400804 14% 32% 87
4 DEPTH FROM DEFOCUS authKW 1370351 5% 81% 34
5 DEPTH FROM FOCUS authKW 479613 3% 57% 17
6 SHAPE FROM FOCUS SFF authKW 452619 2% 91% 10
7 3D SHAPE RECOVERY authKW 350581 2% 54% 13
8 SHAPE FROM DEFOCUS authKW 304952 1% 88% 7
9 DEFOCUS BLUR authKW 207724 2% 38% 11
10 DEPTH FROM DEFOCUS DFD authKW 199153 1% 100% 4

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 4893 23% 0% 148
2 Optics 3271 30% 0% 193
3 Microscopy 2825 7% 0% 46
4 Engineering, Electrical & Electronic 1638 31% 0% 197
5 Imaging Science & Photographic Technology 607 5% 0% 29
6 Instruments & Instrumentation 545 10% 0% 63
7 Computer Science, Software Engineering 326 6% 0% 36
8 Computer Science, Theory & Methods 273 6% 0% 40
9 Anatomy & Morphology 213 3% 0% 17
10 Automation & Control Systems 184 4% 0% 25

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IMAGE PROC INTELLIGENT SYST 143422 2% 26% 11
2 INFORMAT MECHATRON 119791 3% 13% 19
3 IMAGE PROC COMP VIS 64004 1% 21% 6
4 ADV IMAGING SCI MULTIMEDIA FLIM 49788 0% 100% 1
5 AREA RUMENTAC OPT ESPACIAL 49788 0% 100% 1
6 AS2M CNRSENSMM 49788 0% 100% 1
7 AUTOMOT BU 49788 0% 100% 1
8 BIOINGN ING AEROSP 49788 0% 100% 1
9 CAESAR FDN 49788 0% 100% 1
10 CIRB FRANCEINSERM U1050 49788 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON IMAGE PROCESSING 7055 5% 0% 29
2 IEEE TRANSACTIONS ON CONSUMER ELECTRONICS 5873 4% 0% 24
3 JOURNAL OF MICROSCOPY 5640 3% 1% 18
4 INTERNATIONAL JOURNAL OF OPTOMECHATRONICS 5547 1% 2% 5
5 INTERNATIONAL JOURNAL OF COMPUTER VISION 4513 2% 1% 13
6 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 4179 3% 0% 20
7 MICROSCOPY RESEARCH AND TECHNIQUE 3638 3% 0% 17
8 OPTICAL ENGINEERING 3513 5% 0% 32
9 IMAGE AND VISION COMPUTING 2704 2% 0% 12
10 JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION 1588 3% 0% 18

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 FOCUS MEASURE 2088682 8% 82% 51 Search FOCUS+MEASURE Search FOCUS+MEASURE
2 SHAPE FROM FOCUS 1878737 7% 88% 43 Search SHAPE+FROM+FOCUS Search SHAPE+FROM+FOCUS
3 AUTOFOCUS 1400804 14% 32% 87 Search AUTOFOCUS Search AUTOFOCUS
4 DEPTH FROM DEFOCUS 1370351 5% 81% 34 Search DEPTH+FROM+DEFOCUS Search DEPTH+FROM+DEFOCUS
5 DEPTH FROM FOCUS 479613 3% 57% 17 Search DEPTH+FROM+FOCUS Search DEPTH+FROM+FOCUS
6 SHAPE FROM FOCUS SFF 452619 2% 91% 10 Search SHAPE+FROM+FOCUS+SFF Search SHAPE+FROM+FOCUS+SFF
7 3D SHAPE RECOVERY 350581 2% 54% 13 Search 3D+SHAPE+RECOVERY Search 3D+SHAPE+RECOVERY
8 SHAPE FROM DEFOCUS 304952 1% 88% 7 Search SHAPE+FROM+DEFOCUS Search SHAPE+FROM+DEFOCUS
9 DEFOCUS BLUR 207724 2% 38% 11 Search DEFOCUS+BLUR Search DEFOCUS+BLUR
10 DEPTH FROM DEFOCUS DFD 199153 1% 100% 4 Search DEPTH+FROM+DEFOCUS+DFD Search DEPTH+FROM+DEFOCUS+DFD

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 8337 BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING
2 21739 DEMOSAICKING//COLOR FILTER ARRAY CFA//COLOR FILTER ARRAY
3 5854 IMAGE FUSION//PANSHARPENING//MULTI FOCUS IMAGE FUSION
4 13651 WAVEFRONT CODING//UNIAXIAL CRYSTAL LENS//APODIZER
5 36819 DENIABLE AUTHENTICATION//DENIABLE AUTHENTICATION PROTOCOL//E MAIL PROTOCOL
6 34760 AUTOMAT CONTROL ENGN//DEFECT CLASSIFIER//EXPOSURE MACHINE
7 26577 TILED DISPLAYS//PROJECTOR CAMERA SYSTEM//MULTI PROJECTOR DISPLAYS
8 38875 CONDUCTING MOLECULE//CONJUGATED AROMATIC COMPOUND//ATOMIC RELAY
9 30750 ADAPTIVE OTSUS METHOD//ADV IMAGING METHODOL CONSULTAT//COHERENCE MODIFICATION
10 16114 IRIS RECOGNITION//IRIS SEGMENTATION//PERIOCULAR RECOGNITION

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