Class information for:
Level 1: BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING

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
8337 1                   BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING 1293

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 BLIND DECONVOLUTION authKW 802892 8% 32% 103
2 IMAGE RESTORATION authKW 657258 15% 14% 189
3 IMAGE DEBLURRING authKW 493723 5% 31% 66
4 MOTION BLUR authKW 371475 4% 30% 50
5 MOTION DEBLURRING authKW 357461 2% 67% 22
6 BLUR IDENTIFICATION authKW 304651 2% 63% 20
7 BLIND IMAGE RESTORATION authKW 283608 1% 73% 16
8 BLIND IMAGE DECONVOLUTION authKW 272295 1% 62% 18
9 BLUR KERNEL ESTIMATION authKW 257438 1% 81% 13
10 CAMERA SHAKE authKW 203108 1% 83% 10

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Optics 7713 33% 0% 422
2 Computer Science, Artificial Intelligence 6976 20% 0% 254
3 Engineering, Electrical & Electronic 5817 40% 0% 518
4 Imaging Science & Photographic Technology 3446 8% 0% 97
5 Computer Science, Software Engineering 1411 8% 0% 104
6 Computer Science, Information Systems 321 5% 0% 61
7 Computer Science, Theory & Methods 306 5% 0% 63
8 Acoustics 180 3% 0% 33
9 Mathematics, Applied 125 5% 0% 68
10 Remote Sensing 112 1% 0% 19

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 PATTERN RECOGNIT AI 38992 0% 40% 4
2 DOMAIN NAT SCI 32496 0% 67% 2
3 IMAGE PROC DATA MIN IPDM 32496 0% 67% 2
4 507 24373 0% 100% 1
5 ARMAMENT DIRECTORATEADV GUIDANCE 24373 0% 100% 1
6 ARTMENT AUTOMAT 24373 0% 100% 1
7 BIJENICKA CESTA 54POB 180 24373 0% 100% 1
8 CADRE ET 24373 0% 100% 1
9 CNRSENSINRIA 24373 0% 100% 1
10 COMUTER AUTOMAT 24373 0% 100% 1

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON IMAGE PROCESSING 66529 10% 2% 127
2 IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING 13358 2% 2% 29
3 OPTICAL ENGINEERING 12770 7% 1% 87
4 JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION 10234 5% 1% 65
5 JOURNAL OF ELECTRONIC IMAGING 9090 2% 1% 29
6 CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING 4656 0% 3% 6
7 INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 3337 1% 1% 11
8 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 3198 1% 1% 15
9 ACM TRANSACTIONS ON GRAPHICS 2463 1% 1% 17
10 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 2455 2% 0% 22

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 BLIND DECONVOLUTION 802892 8% 32% 103 Search BLIND+DECONVOLUTION Search BLIND+DECONVOLUTION
2 IMAGE RESTORATION 657258 15% 14% 189 Search IMAGE+RESTORATION Search IMAGE+RESTORATION
3 IMAGE DEBLURRING 493723 5% 31% 66 Search IMAGE+DEBLURRING Search IMAGE+DEBLURRING
4 MOTION BLUR 371475 4% 30% 50 Search MOTION+BLUR Search MOTION+BLUR
5 MOTION DEBLURRING 357461 2% 67% 22 Search MOTION+DEBLURRING Search MOTION+DEBLURRING
6 BLUR IDENTIFICATION 304651 2% 63% 20 Search BLUR+IDENTIFICATION Search BLUR+IDENTIFICATION
7 BLIND IMAGE RESTORATION 283608 1% 73% 16 Search BLIND+IMAGE+RESTORATION Search BLIND+IMAGE+RESTORATION
8 BLIND IMAGE DECONVOLUTION 272295 1% 62% 18 Search BLIND+IMAGE+DECONVOLUTION Search BLIND+IMAGE+DECONVOLUTION
9 BLUR KERNEL ESTIMATION 257438 1% 81% 13 Search BLUR+KERNEL+ESTIMATION Search BLUR+KERNEL+ESTIMATION
10 CAMERA SHAKE 203108 1% 83% 10 Search CAMERA+SHAKE Search CAMERA+SHAKE

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 38092 BUNKER CONFIGURATION//CNRS UA 1281//CNRS UA 1281 14 AVE EDOUARD BELIN
2 37421 SUBSPACE INFORMATION CRITERION//PROJECTION LEARNING//PARTIAL PROJECTION FILTER
3 1959 TOTAL VARIATION//IMAGE DENOISING//IMAGE RESTORATION
4 25314 FIBEROPTIC FACEPLATE//BIASED ENCODING//DEVICES RADIOL HLTH ASSESSEMENT MED IMA
5 17335 FOCUS MEASURE//SHAPE FROM FOCUS//AUTOFOCUS
6 5814 SUPER RESOLUTION//IMAGE SUPER RESOLUTION//FACE HALLUCINATION
7 19972 SAMPLED IMAGING SYSTEM//MINIMUM RESOLVABLE TEMPERATURE//REAL TIME INFRARED SCENE GENERATION
8 22383 BLOCKING ARTIFACTS//DEBLOCKING//VIDEO POST PROCESSING
9 37268 IMAGE RECONSTRUCTION FROM PROJECTIONS//STATISTICAL RECONSTRUCTION ALGORITHM//STATISTICALLY TAILORED NEURAL NETWORK
10 19914 TRANSPORT OF INTENSITY EQUATION//PHASE DIVERSITY//IRRADIANCE TRANSPORT EQUATION

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