Class information for:
Level 1: IMAGE DENOISING//DENOISING//NON LOCAL MEANS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4655 1748 26.6 58%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
442 2             COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION 16202
4655 1                   IMAGE DENOISING//DENOISING//NON LOCAL MEANS 1748

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IMAGE DENOISING authKW 1915594 17% 37% 294
2 DENOISING authKW 521812 10% 17% 181
3 NON LOCAL MEANS authKW 461917 4% 38% 69
4 VIDEO DENOISING authKW 385852 2% 82% 27
5 RICIAN NOISE authKW 243141 1% 61% 23
6 WAVELET SHRINKAGE authKW 194107 2% 33% 34
7 WAVELETS authKW 163227 13% 4% 221
8 WAVELET THRESHOLDING authKW 150446 2% 31% 28
9 PHOTON LIMITED IMAGING authKW 124759 1% 71% 10
10 SHRINKAGE FUNCTION authKW 124316 1% 65% 11

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Computer Science, Artificial Intelligence 12306 22% 0% 388
2 Engineering, Electrical & Electronic 10775 46% 0% 807
3 Imaging Science & Photographic Technology 7473 9% 0% 164
4 Statistics & Probability 6008 15% 0% 256
5 Computer Science, Software Engineering 1330 7% 0% 119
6 Computer Science, Information Systems 786 6% 0% 106
7 Computer Science, Interdisciplinary Applications 520 5% 0% 92
8 Computer Science, Theory & Methods 480 5% 0% 91
9 Engineering, Biomedical 378 4% 0% 74
10 Mathematics, Interdisciplinary Applications 375 4% 0% 66

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 RECEIVERS TRANSMITTERS SIGNAL PROC 69864 0% 67% 6
2 IMAGE SPEECH PROC 34934 0% 100% 2
3 RADIOELECT SYST DESIGN 34934 0% 100% 2
4 SATELLITE IMAGE PROC 34934 0% 100% 2
5 TECH MANAGEMENT OFF 34934 0% 100% 2
6 URA 6527 34934 0% 100% 2
7 VEHICLES PROD PROC ENGN 34934 0% 100% 2
8 GR H IMAGE PROC 34930 0% 50% 4
9 COMP CONTROL ENG 23288 0% 67% 2
10 ERVOIRS EVALUAT 23288 0% 67% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON IMAGE PROCESSING 74426 9% 3% 153
2 INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING 22168 2% 4% 29
3 IET IMAGE PROCESSING 15507 1% 3% 26
4 SIGNAL PROCESSING 14337 4% 1% 73
5 IEEE SIGNAL PROCESSING LETTERS 12289 3% 1% 55
6 SIAM JOURNAL ON IMAGING SCIENCES 8886 1% 3% 17
7 JOURNAL OF ELECTRONIC IMAGING 8091 2% 2% 31
8 SIGNAL IMAGE AND VIDEO PROCESSING 7605 1% 2% 20
9 STATISTICA SINICA 4267 1% 1% 21
10 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 4198 2% 1% 28

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 IMAGE DENOISING 1915594 17% 37% 294 Search IMAGE+DENOISING Search IMAGE+DENOISING
2 DENOISING 521812 10% 17% 181 Search DENOISING Search DENOISING
3 NON LOCAL MEANS 461917 4% 38% 69 Search NON+LOCAL+MEANS Search NON+LOCAL+MEANS
4 VIDEO DENOISING 385852 2% 82% 27 Search VIDEO+DENOISING Search VIDEO+DENOISING
5 RICIAN NOISE 243141 1% 61% 23 Search RICIAN+NOISE Search RICIAN+NOISE
6 WAVELET SHRINKAGE 194107 2% 33% 34 Search WAVELET+SHRINKAGE Search WAVELET+SHRINKAGE
7 WAVELETS 163227 13% 4% 221 Search WAVELETS Search WAVELETS
8 WAVELET THRESHOLDING 150446 2% 31% 28 Search WAVELET+THRESHOLDING Search WAVELET+THRESHOLDING
9 PHOTON LIMITED IMAGING 124759 1% 71% 10 Search PHOTON+LIMITED+IMAGING Search PHOTON+LIMITED+IMAGING
10 SHRINKAGE FUNCTION 124316 1% 65% 11 Search SHRINKAGE+FUNCTION Search SHRINKAGE+FUNCTION

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.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 MOHAN, J , KRISHNAVENI, V , GUO, YH , (2014) A SURVEY ON THE MAGNETIC RESONANCE IMAGE DENOISING METHODS.BIOMEDICAL SIGNAL PROCESSING AND CONTROL. VOL. 9. ISSUE . P. 56 -69 46 63% 26
2 LU, L , JIN, WQ , WANG, X , (2015) NON-LOCAL MEANS IMAGE DENOISING WITH A SOFT THRESHOLD.IEEE SIGNAL PROCESSING LETTERS. VOL. 22. ISSUE 7. P. 833 -837 30 83% 10
3 SADREAZAMI, H , AHMAD, MO , SWAMY, MNS , (2016) A STUDY ON IMAGE DENOISING IN CONTOURLET DOMAIN USING THE ALPHA-STABLE FAMILY OF DISTRIBUTIONS.SIGNAL PROCESSING. VOL. 128. ISSUE . P. 459 -473 36 69% 0
4 LUISIER, F , BLU, T , UNSER, M , (2011) IMAGE DENOISING IN MIXED POISSON-GAUSSIAN NOISE.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 20. ISSUE 3. P. 696 -708 25 83% 80
5 JAIN, P , TYAGI, V , (2016) A SURVEY OF EDGE-PRESERVING IMAGE DENOISING METHODS.INFORMATION SYSTEMS FRONTIERS. VOL. 18. ISSUE 1. P. 159 -170 32 67% 1
6 FU, Y , DONG, WS , (2016) 3D MAGNETIC RESONANCE IMAGE DENOISING USING LOW-RANK TENSOR APPROXIMATION.NEUROCOMPUTING. VOL. 195. ISSUE . P. 30 -39 28 74% 1
7 YIN, SF , CAO, LC , LING, YS , JIN, GF , (2011) IMAGE DENOISING WITH ANISOTROPIC BIVARIATE SHRINKAGE.SIGNAL PROCESSING. VOL. 91. ISSUE 8. P. 2078 -2090 26 90% 18
8 YANG, S , LEE, BU , (2015) POISSON-GAUSSIAN NOISE REDUCTION USING THE HIDDEN MARKOV MODEL IN CONTOURLET DOMAIN FOR FLUORESCENCE MICROSCOPY IMAGES.PLOS ONE. VOL. 10. ISSUE 9. P. - 27 82% 0
9 RAHMAN, SMM , AHMAD, MO , SWAMY, MNS , (2008) BAYESIAN WAVELET-BASED IMAGE DENOISING USING THE GAUSS-HERMITE EXPANSION.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 17. ISSUE 10. P. 1755 -1771 35 71% 18
10 LUISIER, F , BLU, T , WOLFE, PJ , (2012) A CURE FOR NOISY MAGNETIC RESONANCE IMAGES: CHI-SQUARE UNBIASED RISK ESTIMATION.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 21. ISSUE 8. P. 3454 -3466 28 80% 9

Classes with closest relation at Level 1


Rank Class id link
1 12344 SPECKLE REDUCTION//DESPECKLING//SPECKLE NOISE
2 2836 TOTAL VARIATION//IMAGE RESTORATION//IMAGE DENOISING
3 11163 WHITE NOISE MODEL//ADAPTIVE ESTIMATION//MINIMAX RISK
4 17462 SHEARLETS//CURVELETS//DIRECTIONAL WAVELETS
5 22137 BLOCKING ARTIFACTS//DEBLOCKING//VIDEO POST PROCESSING
6 6551 MEDIAN FILTER//IMPULSE NOISE//SALT AND PEPPER NOISE
7 23478 LOCALLY STATIONARY PROCESSES//LOCAL STATIONARITY//LOCALLY STATIONARY TIME SERIES
8 2588 JPEG2000//LOSSLESS COMPRESSION//IMAGE COMPRESSION
9 34713 RAMANUJAN SUBSPACES//XRAY PHYS IMAGING//MOJETTE TRANSFORM
10 15273 COLORIZATION//COLOR TRANSFER//EDIT PROPAGATION

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