Class information for:
Level 2: COMPRESSED SENSING//IEEE TRANSACTIONS ON IMAGE PROCESSING//IMAGE DENOISING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
446 15477 26.1 55%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
33 105593 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//PATTERN RECOGNITION

Classes in level below (level 1)


ID, lev. below Publications Label for level below
655 3126 COMPRESSED SENSING//RESTRICTED ISOMETRY PROPERTY//COMPRESSIVE SENSING
2236 2241 TOTAL VARIATION//IMAGE DENOISING//IMAGE INPAINTING
6262 1443 SHEARLETS//IMAGE DENOISING//ANALYSIS OF SINGULARITIES
6540 1403 IMPULSE NOISE//MEDIAN FILTERS//MEDIAN FILTER
7179 1320 BLIND DECONVOLUTION//IMAGE DEBLURRING//BLIND IMAGE DECONVOLUTION
7280 1309 SUPER RESOLUTION//SUPER RESOLUTION SR//FACE HALLUCINATION
7287 1308 TONE MAPPING//HISTOGRAM EQUALIZATION//CONTRAST ENHANCEMENT
8142 1215 IMAGE FUSION//PAN SHARPENING//HYPERSPECTRAL IMAGE FUSION
14262 715 SPECKLE REDUCTION//DESPECKLING//SIGNAL PROC REMOTE CONTROL
16118 605 FOCUS MEASURE//SHAPE FROM FOCUS//DEPTH FROM DEFOCUS
21390 362 DEMOSAICKING//COLOR FILTER ARRAY CFA//BAYER PATTERN
24373 263 VIDEO STABILIZATION//DIGITAL IMAGE STABILIZATION//FILM DIRT DETECTION
28523 167 RICIAN DISTRIBUTION//RICIAN NOISE//NONCENTRAL CHI

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 COMPRESSED SENSING Author keyword 374 36% 5% 836
2 IEEE TRANSACTIONS ON IMAGE PROCESSING Journal 247 21% 7% 1039
3 IMAGE DENOISING Author keyword 242 39% 3% 485
4 IMAGE RESTORATION Author keyword 210 28% 4% 628
5 TOTAL VARIATION Author keyword 175 36% 3% 390
6 IMAGE FUSION Author keyword 104 19% 3% 482
7 RESTRICTED ISOMETRY PROPERTY Author keyword 100 69% 1% 86
8 COMPRESSIVE SENSING Author keyword 98 24% 2% 360
9 DENOISING Author keyword 93 21% 2% 386
10 COMPRESSED SENSING CS Author keyword 87 57% 1% 103

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 COMPRESSED SENSING 374 36% 5% 836 Search COMPRESSED+SENSING Search COMPRESSED+SENSING
2 IMAGE DENOISING 242 39% 3% 485 Search IMAGE+DENOISING Search IMAGE+DENOISING
3 IMAGE RESTORATION 210 28% 4% 628 Search IMAGE+RESTORATION Search IMAGE+RESTORATION
4 TOTAL VARIATION 175 36% 3% 390 Search TOTAL+VARIATION Search TOTAL+VARIATION
5 IMAGE FUSION 104 19% 3% 482 Search IMAGE+FUSION Search IMAGE+FUSION
6 RESTRICTED ISOMETRY PROPERTY 100 69% 1% 86 Search RESTRICTED+ISOMETRY+PROPERTY Search RESTRICTED+ISOMETRY+PROPERTY
7 COMPRESSIVE SENSING 98 24% 2% 360 Search COMPRESSIVE+SENSING Search COMPRESSIVE+SENSING
8 DENOISING 93 21% 2% 386 Search DENOISING Search DENOISING
9 COMPRESSED SENSING CS 87 57% 1% 103 Search COMPRESSED+SENSING+CS Search COMPRESSED+SENSING+CS
10 IMAGE DEBLURRING 86 53% 1% 114 Search IMAGE+DEBLURRING Search IMAGE+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 SIGNAL RECOVERY 370 47% 4% 575
2 TOTAL VARIATION MINIMIZATION 358 62% 2% 369
3 NOISE REMOVAL 327 62% 2% 334
4 IMAGE RESTORATION 179 39% 2% 364
5 RESTRICTED ISOMETRY PROPERTY 172 71% 1% 139
6 DICTIONARIES 166 40% 2% 326
7 ANISOTROPIC DIFFUSION 157 33% 3% 393
8 ORTHOGONAL MATCHING PURSUIT 133 60% 1% 146
9 L1 MINIMIZATION 126 66% 1% 118
10 LINEAR INVERSE PROBLEMS 117 41% 1% 219

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 IEEE TRANSACTIONS ON IMAGE PROCESSING 247 21% 7% 1039
2 SIAM JOURNAL ON IMAGING SCIENCES 86 39% 1% 173
3 JOURNAL OF ELECTRONIC IMAGING 42 15% 2% 262
4 JOURNAL OF MATHEMATICAL IMAGING AND VISION 30 17% 1% 159
5 IET IMAGE PROCESSING 29 21% 1% 125
6 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS 22 16% 1% 127
7 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 21 13% 1% 153
8 SIGNAL IMAGE AND VIDEO PROCESSING 13 14% 1% 87
9 INVERSE PROBLEMS AND IMAGING 12 16% 0% 65
10 INFORMATION FUSION 8 14% 0% 55

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
A review of image denoising algorithms, with a new one 2005 1103 17 82%
Exemplar-Based Inpainting: Technical Review and New Heuristics for Better Geometric Reconstructions 2015 2 30 90%
From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images 2009 488 97 74%
Synthesis of multispectral images to high spatial resolution: A critical review of fusion methods based on remote sensing physics 2008 126 31 94%
Wavelet based image fusion techniques - An introduction, review and comparison 2007 137 11 82%
Adaptive total variation image deblurring: A majorization-minimization approach 2009 102 19 79%
Multisensor image fusion in remote sensing: concepts, methods and applications 1998 856 51 37%
Weighted median filters: A tutorial 1996 275 56 82%
Digital image restoration 1997 407 71 70%
Energy-Efficient Sensing in Wireless Sensor Networks Using Compressed Sensing 2014 4 31 55%

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 INTELLIGENT PERCEPT IMAGE UNDERSTANDING 22 21% 0.6% 94
2 MATH IMAGE ANAL GRP 19 42% 0.2% 34
3 EDWARD S ROGERS SR ECE 18 67% 0.1% 16
4 MECH ELECT ENGN HIGHER 17 72% 0.1% 13
5 IMAGE PROC COMP VIS 16 65% 0.1% 15
6 MATH IMAGING VIS 13 40% 0.2% 26
7 GUANGDONG WIRELESS NETWORK TERMINAL 12 86% 0.0% 6
8 START PROJECT INTER ES FREE BOUNDARIES 12 86% 0.0% 6
9 HUBEI PROV INTELLIGENT INFORMAT PROC RE 10 73% 0.1% 8
10 TMS INFORMAT TECHNOL 10 57% 0.1% 12

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000013088 NONUNIFORMITY CORRECTION//SMALL TARGET DETECTION//SCENE BASED NONUNIFORMITY CORRECTION
2 0.0000012569 GABOR FRAME//APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS//SHIFT INVARIANT SPACE
3 0.0000010562 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY//SIGNAL PROCESSING-IMAGE COMMUNICATION//VIDEO CODING
4 0.0000010450 MEDICAL IMAGE ANALYSIS//IEEE TRANSACTIONS ON MEDICAL IMAGING//IMAGE REGISTRATION
5 0.0000009476 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
6 0.0000009156 PATTERN RECOGNITION//PATTERN RECOGNITION LETTERS//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
7 0.0000009043 DEINTERLACING//FRAME RATE UP CONVERSION//FRAME RATE UP CONVERSION FRUC
8 0.0000008809 TEXTURE CLASSIFICATION//TEXTURE ANALYSIS//TEXTURE SEGMENTATION
9 0.0000008545 NONPARAMETRIC REGRESSION//ORACLE PROPERTY//SUFFICIENT DIMENSION REDUCTION
10 0.0000008014 INTERNATIONAL JOURNAL OF COMPUTER VISION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//COMPUTER VISION AND IMAGE UNDERSTANDING