Class information for:
Level 1: SPECKLE REDUCTION//DESPECKLING//SPECKLE NOISE

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
12344 913 23.4 59%


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
16 4 ENGINEERING, CIVIL//CONSTRUCTION & BUILDING TECHNOLOGY//MECHANICS 627508
288 3       ACOUSTICS//ULTRASONICS//ULTRASOUND IN MEDICINE AND BIOLOGY 42267
858 2             IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL//ELASTOGRAPHY//ULTRASONIC IMAGING 11609
12344 1                   SPECKLE REDUCTION//DESPECKLING//SPECKLE NOISE 913

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 SPECKLE REDUCTION authKW 1367425 8% 53% 77
2 DESPECKLING authKW 803468 3% 78% 31
3 SPECKLE NOISE authKW 511385 5% 31% 49
4 ULTRASONIC SPECKLE authKW 311279 1% 85% 11
5 SPECKLE authKW 304551 8% 12% 76
6 SPECKLE FILTERING authKW 211434 2% 45% 14
7 SPATIAL COMPOUNDING authKW 209005 2% 42% 15
8 TISSUE HARMONIC IMAGING authKW 178336 2% 27% 20
9 SIGNAL PROC REMOTE CONTROL address 148971 1% 64% 7
10 SYNTHETIC APERTURE RADAR SAR IMAGES authKW 144687 2% 29% 15

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 Imaging Science & Photographic Technology 29929 26% 0% 234
2 Remote Sensing 21916 21% 0% 193
3 Acoustics 4412 13% 0% 122
4 Engineering, Electrical & Electronic 3677 38% 0% 346
5 Radiology, Nuclear Medicine & Medical Imaging 2423 21% 0% 189
6 Geochemistry & Geophysics 1661 12% 0% 113
7 Engineering, Biomedical 1607 11% 0% 100
8 Computer Science, Artificial Intelligence 1229 10% 0% 92
9 Optics 799 13% 0% 123
10 Computer Science, Interdisciplinary Applications 177 4% 0% 40

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 SIGNAL PROC REMOTE CONTROL 148971 1% 64% 7
2 ECOLE SUPER INGN ANNECY 75247 0% 75% 3
3 CENSIPCOM 66887 0% 100% 2
4 COMPUTAT IMAGE PROC GRP 66887 0% 100% 2
5 LAND SCI GEOMAT 66887 0% 100% 2
6 SATELLITE RADIOMETRY 66887 0% 100% 2
7 BIOSIGNAL PROC GRP 44590 0% 67% 2
8 ELECT ENGN AUTOMAT DIEA 44590 0% 67% 2
9 ASSOC VICE PROVOST STUDIES 33444 0% 100% 1
10 AUTOMAT ELE IFICAT 33444 0% 100% 1

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 ULTRASONIC IMAGING 42951 3% 4% 29
2 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 21532 8% 1% 76
3 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 10380 3% 1% 31
4 BIOMEDICAL SIGNAL PROCESSING AND CONTROL 7059 2% 2% 14
5 ULTRASOUND IN MEDICINE AND BIOLOGY 5764 3% 1% 31
6 INTERNATIONAL JOURNAL OF REMOTE SENSING 5609 4% 0% 40
7 IEEE TRANSACTIONS ON MEDICAL IMAGING 3854 2% 1% 21
8 IET IMAGE PROCESSING 2804 1% 1% 8
9 IEEE TRANSACTIONS ON IMAGE PROCESSING 2169 2% 0% 19
10 PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS 1985 2% 0% 18

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 SPECKLE REDUCTION 1367425 8% 53% 77 Search SPECKLE+REDUCTION Search SPECKLE+REDUCTION
2 DESPECKLING 803468 3% 78% 31 Search DESPECKLING Search DESPECKLING
3 SPECKLE NOISE 511385 5% 31% 49 Search SPECKLE+NOISE Search SPECKLE+NOISE
4 ULTRASONIC SPECKLE 311279 1% 85% 11 Search ULTRASONIC+SPECKLE Search ULTRASONIC+SPECKLE
5 SPECKLE 304551 8% 12% 76 Search SPECKLE Search SPECKLE
6 SPECKLE FILTERING 211434 2% 45% 14 Search SPECKLE+FILTERING Search SPECKLE+FILTERING
7 SPATIAL COMPOUNDING 209005 2% 42% 15 Search SPATIAL+COMPOUNDING Search SPATIAL+COMPOUNDING
8 TISSUE HARMONIC IMAGING 178336 2% 27% 20 Search TISSUE+HARMONIC+IMAGING Search TISSUE+HARMONIC+IMAGING
9 SYNTHETIC APERTURE RADAR SAR IMAGES 144687 2% 29% 15 Search SYNTHETIC+APERTURE+RADAR+SAR+IMAGES Search SYNTHETIC+APERTURE+RADAR+SAR+IMAGES
10 SAR IMAGE DESPECKLING 139347 1% 83% 5 Search SAR+IMAGE+DESPECKLING Search SAR+IMAGE+DESPECKLING

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 ARGENTI, F , LAPINI, A , ALPARONE, L , BIANCHI, T , (2013) A TUTORIAL ON SPECKLE REDUCTION IN SYNTHETIC APERTURE RADAR IMAGES.IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. VOL. 1. ISSUE 3. P. 6 -35 54 61% 41
2 ZHAN, Y , DING, MY , WU, LX , ZHANG, XM , (2014) NONLOCAL MEANS METHOD USING WEIGHT REFINING FOR DESPECKLING OF ULTRASOUND IMAGES.SIGNAL PROCESSING. VOL. 103. ISSUE . P. 201 -213 31 76% 8
3 KANG, J , LEE, JY , YOO, Y , (2016) A NEW FEATURE-ENHANCED SPECKLE REDUCTION METHOD BASED ON MULTISCALE ANALYSIS FOR ULTRASOUND B-MODE IMAGING.IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. VOL. 63. ISSUE 6. P. 1178 -1191 29 74% 1
4 DI MARTINO, G , PODERICO, M , POGGI, G , RICCIO, D , VERDOLIVA, L , (2014) BENCHMARKING FRAMEWORK FOR SAR DESPECKLING.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 52. ISSUE 3. P. 1596 -1615 27 69% 11
5 SHAMSODDINI, A , TRINDER, JC , (2012) EDGE-DETECTION-BASED FILTER FOR SAR SPECKLE NOISE REDUCTION.INTERNATIONAL JOURNAL OF REMOTE SENSING. VOL. 33. ISSUE 7. P. 2296 -2320 23 88% 4
6 BIANCHI, T , ARGENTI, F , LAPINI, A , ALPARONE, L , (2013) AMPLITUDE VS INTENSITY BAYESIAN DESPECKLING IN THE WAVELET DOMAIN FOR SAR IMAGES.DIGITAL SIGNAL PROCESSING. VOL. 23. ISSUE 5. P. 1353-1362 21 91% 2
7 FENG, HX , HOU, BA , GONG, MG , (2011) SAR IMAGE DESPECKLING BASED ON LOCAL HOMOGENEOUS-REGION SEGMENTATION BY USING PIXEL-RELATIVITY MEASUREMENT.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 49. ISSUE 7. P. 2724-2737 19 95% 31
8 BIANCHI, T , ARGENTI, F , ALPARONE, L , (2008) SEGMENTATION-BASED MAP DESPECKLING OF SAR IMAGES IN THE UNDECIMATED WAVELET DOMAIN.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 46. ISSUE 9. P. 2728-2742 25 78% 43
9 DI MARTINO, G , DI SIMONE, A , IODICE, A , POGGI, G , RICCIO, D , VERDOLIVA, L , (2016) SCATTERING-BASED SARBM3D.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. VOL. 9. ISSUE 6. P. 2131 -2144 25 69% 0
10 YANG, XZ , WU, KW , TANG, YM , (2014) A NEW METRIC FOR MEASURING STRUCTURE-PRESERVING CAPABILITY OF DESPECKLING OF SAR IMAGES.ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. VOL. 94. ISSUE . P. 143 -159 28 64% 1

Classes with closest relation at Level 1


Rank Class id link
1 4655 IMAGE DENOISING//DENOISING//NON LOCAL MEANS
2 7073 ULTRASONIC IMAGING//TISSUE CHARACTERIZATION//BACKSCATTER COEFFICIENT
3 20879 FREEHAND 3D ULTRASOUND//EXTENDED FIELD OF VIEW//3D ULTRASOUND
4 11364 IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL//FAST ULTRASOUND IMAGING//CODED EXCITATION
5 5988 RADAR POLARIMETRY//POLARIMETRIC SYNTHETIC APERTURE RADAR POLSAR//SHIP DETECTION
6 2836 TOTAL VARIATION//IMAGE RESTORATION//IMAGE DENOISING
7 6551 MEDIAN FILTER//IMPULSE NOISE//SALT AND PEPPER NOISE
8 26649 LASER DISPLAY//LASER PROJECTION//SPECKLE SUPPRESSION
9 7967 BREAST ULTRASOUND//BREAST NEOPLASMS US//BREAST SONOGRAPHY
10 16449 SPLIT SPECTRUM PROCESSING//INSIGHT//MATERIALS EVALUATION

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