Class information for:
Level 2: COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
442 16202 27.3 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
307 1                   COMPRESSED SENSING//COMPRESSIVE SENSING//RESTRICTED ISOMETRY PROPERTY 3681
2836 1                   TOTAL VARIATION//IMAGE RESTORATION//IMAGE DENOISING 2135
4655 1                   IMAGE DENOISING//DENOISING//NON LOCAL MEANS 1748
5685 1                   HISTOGRAM EQUALIZATION//TONE MAPPING//IMAGE ENHANCEMENT 1589
5852 1                   SUPER RESOLUTION//IMAGE SUPER RESOLUTION//IMAGE INTERPOLATION 1568
6532 1                   BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING 1473
6551 1                   MEDIAN FILTER//IMPULSE NOISE//SALT AND PEPPER NOISE 1471
6789 1                   IMAGE FUSION//PANSHARPENING//PAN SHARPENING 1443
15578 1                   FOCUS MEASURE//SHAPE FROM FOCUS//AUTOFOCUS 704
22202 1                   DEMOSAICKING//COLOR FILTER ARRAY//COLOR FILTER ARRAY CFA 390

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 COMPRESSED SENSING authKW 1018944 6% 55% 980
2 IMAGE DENOISING authKW 820144 4% 74% 586
3 IMAGE RESTORATION authKW 712242 4% 55% 694
4 IMAGE FUSION authKW 555654 4% 49% 607
5 COMPRESSIVE SENSING authKW 500249 3% 53% 500
6 TOTAL VARIATION authKW 428380 3% 51% 451
7 SUPER RESOLUTION authKW 378666 3% 38% 533
8 IEEE TRANSACTIONS ON IMAGE PROCESSING journal 373316 6% 19% 1044
9 DENOISING authKW 282643 3% 37% 406
10 IMAGE ENHANCEMENT authKW 236970 2% 37% 343

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 Engineering, Electrical & Electronic 106318 48% 1% 7702
2 Computer Science, Artificial Intelligence 100854 21% 2% 3388
3 Imaging Science & Photographic Technology 96018 11% 3% 1784
4 Computer Science, Software Engineering 20440 9% 1% 1396
5 Optics 14204 13% 0% 2185
6 Computer Science, Information Systems 13682 8% 1% 1307
7 Remote Sensing 12733 4% 1% 644
8 Mathematics, Applied 10500 11% 0% 1823
9 Computer Science, Theory & Methods 6046 6% 0% 964
10 Telecommunications 5083 5% 0% 857

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 MATH IMAGE ANAL GRP 27373 0% 40% 36
2 MATH IMAGING VIS 26373 0% 44% 32
3 ELECT COMP ENGN 23470 9% 1% 1435
4 INTELLIGENT PERCEPT IMAGE UNDERSTANDING 20376 1% 13% 82
5 ELECT ENGN 19652 10% 1% 1633
6 EDWARD S ROGERS SR ECE 19267 0% 64% 16
7 MECH ELECT ENGN HIGHER 17669 0% 72% 13
8 ELECT INFORMAT ENGN 15504 3% 2% 429
9 MATH IMAGING TECH 14593 0% 52% 15
10 SIGNAL PROC 13615 1% 6% 127

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 373316 6% 19% 1044
2 SIAM JOURNAL ON IMAGING SCIENCES 123648 1% 34% 193
3 JOURNAL OF ELECTRONIC IMAGING 81236 2% 15% 299
4 IEEE TRANSACTIONS ON SIGNAL PROCESSING 75098 4% 6% 631
5 IET IMAGE PROCESSING 60893 1% 21% 157
6 IEEE SIGNAL PROCESSING LETTERS 60126 2% 9% 371
7 SIGNAL PROCESSING 60058 3% 7% 456
8 JOURNAL OF MATHEMATICAL IMAGING AND VISION 56072 1% 17% 175
9 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 46192 1% 12% 198
10 SIGNAL IMAGE AND VIDEO PROCESSING 36758 1% 15% 134

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 COMPRESSED SENSING 1018944 6% 55% 980 Search COMPRESSED+SENSING Search COMPRESSED+SENSING
2 IMAGE DENOISING 820144 4% 74% 586 Search IMAGE+DENOISING Search IMAGE+DENOISING
3 IMAGE RESTORATION 712242 4% 55% 694 Search IMAGE+RESTORATION Search IMAGE+RESTORATION
4 IMAGE FUSION 555654 4% 49% 607 Search IMAGE+FUSION Search IMAGE+FUSION
5 COMPRESSIVE SENSING 500249 3% 53% 500 Search COMPRESSIVE+SENSING Search COMPRESSIVE+SENSING
6 TOTAL VARIATION 428380 3% 51% 451 Search TOTAL+VARIATION Search TOTAL+VARIATION
7 SUPER RESOLUTION 378666 3% 38% 533 Search SUPER+RESOLUTION Search SUPER+RESOLUTION
8 DENOISING 282643 3% 37% 406 Search DENOISING Search DENOISING
9 IMAGE ENHANCEMENT 236970 2% 37% 343 Search IMAGE+ENHANCEMENT Search IMAGE+ENHANCEMENT
10 SPARSE REPRESENTATION 228483 3% 29% 418 Search SPARSE+REPRESENTATION Search SPARSE+REPRESENTATION

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 NASROLLAHI, K , MOESLUND, TB , (2014) SUPER-RESOLUTION: A COMPREHENSIVE SURVEY.MACHINE VISION AND APPLICATIONS. VOL. 25. ISSUE 6. P. 1423 -1468 213 94% 48
2 LI, ST , KANG, XD , FANG, LY , HU, JW , YIN, HT , (2017) PIXEL-LEVEL IMAGE FUSION: A SURVEY OF THE STATE OF THE ART.INFORMATION FUSION. VOL. 33. ISSUE . P. 100 -112 94 85% 4
3 DUARTE, MF , ELDAR, YC , (2011) STRUCTURED COMPRESSED SENSING: FROM THEORY TO APPLICATIONS.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 59. ISSUE 9. P. 4053 -4085 87 72% 282
4 YUE, LW , SHEN, HF , LI, J , YUAN, QQ , ZHANG, HY , ZHANG, LP , (2016) IMAGE SUPER-RESOLUTION: THE TECHNIQUES, APPLICATIONS, AND FUTURE.SIGNAL PROCESSING. VOL. 128. ISSUE . P. 389 -408 103 80% 1
5 BRUCKSTEIN, AM , DONOHO, DL , ELAD, M , (2009) FROM SPARSE SOLUTIONS OF SYSTEMS OF EQUATIONS TO SPARSE MODELING OF SIGNALS AND IMAGES.SIAM REVIEW. VOL. 51. ISSUE 1. P. 34 -81 67 68% 709
6 ZHANG, HKK , HUANG, B , (2015) A NEW LOOK AT IMAGE FUSION METHODS FROM A BAYESIAN PERSPECTIVE.REMOTE SENSING. VOL. 7. ISSUE 6. P. 6828 -6861 75 95% 6
7 VIVONE, G , ALPARONE, L , CHANUSSOT, J , DALLA MURA, M , GARZELLI, A , LICCIARDI, GA , RESTAINO, R , WALD, L , (2015) A CRITICAL COMPARISON AMONG PANSHARPENING ALGORITHMS.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 53. ISSUE 5. P. 2565 -2586 48 92% 53
8 MALINSKI, L , SMOLKA, B , (2016) FAST AVERAGING PEER GROUP FILTER FOR THE IMPULSIVE NOISE REMOVAL IN COLOR IMAGES.JOURNAL OF REAL-TIME IMAGE PROCESSING. VOL. 11. ISSUE 3. P. 427 -444 62 94% 3
9 HAYASHI, K , NAGAHARA, M , TANAKA, T , (2013) A USER'S GUIDE TO COMPRESSED SENSING FOR COMMUNICATIONS SYSTEMS.IEICE TRANSACTIONS ON COMMUNICATIONS. VOL. E96B. ISSUE 3. P. 685 -712 81 70% 41
10 MORILLAS, S , GREGORI, V , HERVAS, A , (2009) FUZZY PEER GROUPS FOR REDUCING MIXED GAUSSIAN-IMPULSE NOISE FROM COLOR IMAGES.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 18. ISSUE 7. P. 1452-1466 75 90% 50

Classes with closest relation at Level 2


Rank Class id link
1 4068 GHOST IMAGING//COLD ATOM PHYS CAS//THERMAL LIGHT
2 1602 APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS//FRAMES//GABOR FRAMES
3 2490 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA
4 357 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY//VIDEO CODING//H264 AVC
5 1563 LASSO//VARIABLE SELECTION//SLICED INVERSE REGRESSION
6 765 IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION
7 3345 LEVEL CROSSING SAMPLING//SCI TECHNOL TELECOMMUN//CONSERVATIVE FLOW
8 2322 LAND SURFACE TEMPERATURE//LAND SURFACE TEMPERATURE LST//NONUNIFORMITY CORRECTION
9 2705 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
10 3167 SMPTE JOURNAL//DEINTERLACING//FRAME RATE UP CONVERSION

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