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

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
2236 2241 31.3 58%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
446 15477 COMPRESSED SENSING//IEEE TRANSACTIONS ON IMAGE PROCESSING//IMAGE DENOISING

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 TOTAL VARIATION Author keyword 104 29% 14% 308
2 IMAGE DENOISING Author keyword 45 18% 10% 224
3 IMAGE INPAINTING Author keyword 36 32% 4% 93
4 SIAM JOURNAL ON IMAGING SCIENCES Journal 35 26% 5% 116
5 IMAGE RESTORATION Author keyword 30 11% 11% 252
6 IMAGE COMPLETION Author keyword 25 48% 2% 39
7 ANISOTROPIC DIFFUSION Author keyword 22 18% 5% 111
8 IMAGE DECOMPOSITION Author keyword 21 29% 3% 63
9 INPAINTING Author keyword 18 23% 3% 69
10 IMAGE DEBLURRING Author keyword 18 27% 3% 57

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 TOTAL VARIATION 104 29% 14% 308 Search TOTAL+VARIATION Search TOTAL+VARIATION
2 IMAGE DENOISING 45 18% 10% 224 Search IMAGE+DENOISING Search IMAGE+DENOISING
3 IMAGE INPAINTING 36 32% 4% 93 Search IMAGE+INPAINTING Search IMAGE+INPAINTING
4 IMAGE RESTORATION 30 11% 11% 252 Search IMAGE+RESTORATION Search IMAGE+RESTORATION
5 IMAGE COMPLETION 25 48% 2% 39 Search IMAGE+COMPLETION Search IMAGE+COMPLETION
6 ANISOTROPIC DIFFUSION 22 18% 5% 111 Search ANISOTROPIC+DIFFUSION Search ANISOTROPIC+DIFFUSION
7 IMAGE DECOMPOSITION 21 29% 3% 63 Search IMAGE+DECOMPOSITION Search IMAGE+DECOMPOSITION
8 INPAINTING 18 23% 3% 69 Search INPAINTING Search INPAINTING
9 IMAGE DEBLURRING 18 27% 3% 57 Search IMAGE+DEBLURRING Search IMAGE+DEBLURRING
10 DEBLURRING 15 22% 3% 60 Search DEBLURRING Search DEBLURRING

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 TOTAL VARIATION MINIMIZATION 295 58% 15% 343
2 NOISE REMOVAL 195 51% 12% 273
3 ANISOTROPIC DIFFUSION 84 25% 13% 295
4 NONLINEAR DIFFUSION 70 31% 9% 192
5 EDGE DETECTION 53 14% 16% 362
6 IMAGE RESTORATION 37 19% 8% 177
7 TOTAL VARIATION FLOW 32 57% 2% 38
8 SCALE SPACE 30 22% 5% 123
9 VARIATION REGULARIZATION 27 92% 0% 11
10 IMAGE DECOMPOSITION 26 48% 2% 40

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 SIAM JOURNAL ON IMAGING SCIENCES 35 26% 5% 116
2 JOURNAL OF MATHEMATICAL IMAGING AND VISION 14 12% 5% 110
3 INVERSE PROBLEMS AND IMAGING 5 11% 2% 43

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Exemplar-Based Inpainting: Technical Review and New Heuristics for Better Geometric Reconstructions 2015 2 30 87%
A review of image denoising algorithms, with a new one 2005 1103 17 71%
From Local Kernel to Nonlocal Multiple-Model Image Denoising 2010 95 53 28%
Adaptive total variation image deblurring: A majorization-minimization approach 2009 102 19 37%
Image Inpainting Methods Evaluation and Improvement 2014 0 13 92%
Nonlinear Partial Differential Equations for Noise Problems 2010 0 19 89%
Anisotropic diffusion partial differential equations for multichannel image regularization: Framework and applications 2007 1 31 87%
Second-order Variational Models for Image Texture Analysis 2014 0 56 63%
Image Decomposition: Theory, Numerical Schemes, and Performance Evaluation 2009 4 14 57%
On some iterative concepts for image restoration 2008 1 30 63%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 MATH IMAGE ANAL GRP 16 40% 1.4% 32
2 START PROJECT INTER ES FREE BOUNDARIES 12 86% 0.3% 6
3 MATH IMAGING TECH 10 54% 0.6% 13
4 SFB MATH OPTIMIZAT PLICAT BIOMED SCI 8 100% 0.2% 5
5 MATH IMAGING VIS 6 28% 0.8% 18
6 ESCOLA SUPER POLITECN 2 67% 0.1% 2
7 IMAGE VIS COMP 2 67% 0.1% 2
8 O M MO 2 67% 0.1% 2
9 SPATIAL DATA 2 67% 0.1% 2
10 WAVELETS PROX INFO PROC 2 67% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000236470 RICIAN DISTRIBUTION//RICIAN NOISE//NONCENTRAL CHI
2 0.0000164801 SHEARLETS//IMAGE DENOISING//ANALYSIS OF SINGULARITIES
3 0.0000146861 FORWARD BACKWARD PARABOLIC EQUATIONS//FORWARD BACKWARD PARABOLIC EQUATION//FLUX LIMITED DIFFUSION EQUATIONS
4 0.0000146247 BLIND DECONVOLUTION//IMAGE DEBLURRING//BLIND IMAGE DECONVOLUTION
5 0.0000144451 SPECKLE REDUCTION//DESPECKLING//SIGNAL PROC REMOTE CONTROL
6 0.0000128742 SCALE SPACE//COMPUTAT VIS ACT PERCEPT//DEEP STRUCTURE
7 0.0000111491 ACTIVE CONTOURS//ACTIVE CONTOUR MODEL//ACTIVE CONTOUR
8 0.0000102560 SUPER RESOLUTION//SUPER RESOLUTION SR//FACE HALLUCINATION
9 0.0000096591 COMPRESSED SENSING//RESTRICTED ISOMETRY PROPERTY//COMPRESSIVE SENSING
10 0.0000089204 LOGARITHMIC QUADRATIC PROXIMAL METHOD//PROXIMAL POINT METHODS//HEAVY BALL WITH FRICTION