Class information for:
Level 1: TOTAL VARIATION//IMAGE DENOISING//IMAGE RESTORATION

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
1959 1                   TOTAL VARIATION//IMAGE DENOISING//IMAGE RESTORATION 2449

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 TOTAL VARIATION authKW 1892311 15% 39% 375
2 IMAGE DENOISING authKW 1363123 12% 35% 301
3 IMAGE RESTORATION authKW 839581 12% 22% 294
4 ANISOTROPIC DIFFUSION authKW 425797 5% 27% 123
5 DENOISING authKW 396364 8% 16% 190
6 IMAGE DECOMPOSITION authKW 389520 3% 41% 73
7 SIAM JOURNAL ON IMAGING SCIENCES journal 374715 5% 22% 132
8 IMAGE DEBLURRING authKW 373415 3% 37% 79
9 DEBLURRING authKW 276246 3% 35% 62
10 NON LOCAL MEANS authKW 257848 3% 32% 63

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Computer Science, Artificial Intelligence 40801 34% 0% 833
2 Mathematics, Applied 24740 40% 0% 982
3 Imaging Science & Photographic Technology 16012 12% 0% 285
4 Computer Science, Software Engineering 12867 17% 0% 417
5 Engineering, Electrical & Electronic 6728 32% 0% 783
6 Physics, Mathematical 2042 9% 0% 212
7 Computer Science, Theory & Methods 1609 8% 0% 187
8 Computer Science, Information Systems 899 6% 0% 137
9 Mathematics, Interdisciplinary Applications 857 5% 0% 115
10 Mathematics 212 6% 0% 138

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MATH IMAGE ANAL GRP 118878 1% 32% 29
2 MATH IMAGING VIS 98789 1% 32% 24
3 MATH IMAGING TECH 93377 1% 48% 15
4 START PROJECT INTER ES FREE BOUNDARIES 66174 0% 86% 6
5 SFB MATH OPTIMIZAT PLICAT BIOMED SCI 64337 0% 100% 5
6 IMAGE VIS COMP 58816 0% 57% 8
7 FAST ALGORITHMS BIOMED IMAGING GRP 41174 0% 80% 4
8 IMAGE TEAM 38596 0% 50% 6
9 CMLA 31086 1% 7% 35
10 DATA ANAL IMAGE PROC 25735 0% 100% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SIAM JOURNAL ON IMAGING SCIENCES 374715 5% 22% 132
2 JOURNAL OF MATHEMATICAL IMAGING AND VISION 185730 5% 12% 124
3 IEEE TRANSACTIONS ON IMAGE PROCESSING 126488 10% 4% 241
4 INVERSE PROBLEMS AND IMAGING 73972 2% 11% 53
5 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS 19287 2% 4% 37
6 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 18837 2% 3% 50
7 MULTISCALE MODELING & SIMULATION 16901 1% 4% 33
8 JOURNAL OF SCIENTIFIC COMPUTING 12478 2% 3% 39
9 INVERSE PROBLEMS 11364 2% 2% 56
10 IEEE SIGNAL PROCESSING LETTERS 11020 3% 1% 63

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 TOTAL VARIATION 1892311 15% 39% 375 Search TOTAL+VARIATION Search TOTAL+VARIATION
2 IMAGE DENOISING 1363123 12% 35% 301 Search IMAGE+DENOISING Search IMAGE+DENOISING
3 IMAGE RESTORATION 839581 12% 22% 294 Search IMAGE+RESTORATION Search IMAGE+RESTORATION
4 ANISOTROPIC DIFFUSION 425797 5% 27% 123 Search ANISOTROPIC+DIFFUSION Search ANISOTROPIC+DIFFUSION
5 DENOISING 396364 8% 16% 190 Search DENOISING Search DENOISING
6 IMAGE DECOMPOSITION 389520 3% 41% 73 Search IMAGE+DECOMPOSITION Search IMAGE+DECOMPOSITION
7 IMAGE DEBLURRING 373415 3% 37% 79 Search IMAGE+DEBLURRING Search IMAGE+DEBLURRING
8 DEBLURRING 276246 3% 35% 62 Search DEBLURRING Search DEBLURRING
9 NON LOCAL MEANS 257848 3% 32% 63 Search NON+LOCAL+MEANS Search NON+LOCAL+MEANS
10 POISSON NOISE 232229 2% 37% 49 Search POISSON+NOISE Search POISSON+NOISE

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 22979 IMAGE INPAINTING//IMAGE COMPLETION//VIDEO INPAINTING
2 27949 RICIAN NOISE//RICIAN DISTRIBUTION//MRI DENOISING
3 32129 FORWARD BACKWARD PARABOLIC EQUATIONS//PSEUDOPARABOLIC REGULARIZATION//BOUNDED RADON MEASURES
4 8337 BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING
5 14479 SPECKLE REDUCTION//DESPECKLING//SPECKLE NOISE
6 5116 IMAGE DENOISING//VIDEO DENOISING//WAVELETS
7 19508 DICTIONARY LEARNING//RAIN REMOVAL//SPARSE REPRESENTATION
8 8878 MONOTONE INCLUSION//PROXIMAL POINT METHOD//PROXIMAL POINT ALGORITHM
9 22757 STEERABLE FILTERS//SCALE SPACE//MONOGENIC SIGNAL
10 5814 SUPER RESOLUTION//IMAGE SUPER RESOLUTION//FACE HALLUCINATION

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