Class information for:
Level 1: BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
6532 1473 24.5 50%


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
6532 1                   BLIND DECONVOLUTION//IMAGE RESTORATION//IMAGE DEBLURRING 1473

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 BLIND DECONVOLUTION authKW 739441 7% 34% 105
2 IMAGE RESTORATION authKW 704677 14% 16% 208
3 IMAGE DEBLURRING authKW 511247 5% 36% 69
4 MOTION DEBLURRING authKW 342653 2% 72% 23
5 MOTION BLUR authKW 330001 3% 32% 50
6 BLIND IMAGE DECONVOLUTION authKW 315203 1% 72% 21
7 BLUR IDENTIFICATION authKW 285648 1% 66% 21
8 BLIND IMAGE RESTORATION authKW 193455 1% 67% 14
9 BLUR KERNEL ESTIMATION authKW 192930 1% 85% 11
10 CAMERA SHAKE authKW 172733 1% 83% 10

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 Optics 7958 31% 0% 458
2 Computer Science, Artificial Intelligence 6200 17% 0% 255
3 Engineering, Electrical & Electronic 5343 36% 0% 532
4 Imaging Science & Photographic Technology 3177 7% 0% 99
5 Computer Science, Software Engineering 1138 7% 0% 101
6 Microscopy 811 3% 0% 39
7 Mathematics, Applied 500 9% 0% 126
8 Computer Science, Information Systems 265 4% 0% 60
9 Computer Science, Theory & Methods 225 4% 0% 60
10 Acoustics 120 2% 0% 30

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 PATTERN RECOGNIT AI 33161 0% 40% 4
2 DOMAIN NAT SCI 27636 0% 67% 2
3 507 20728 0% 100% 1
4 ABORAT INNOVAT SOCIAL SAFETY SCI TECHNO 20728 0% 100% 1
5 ADV IMAGING METHODOL CONSULTAT 20728 0% 100% 1
6 ARMAMENT DIRECTORATEADV GUIDANCE 20728 0% 100% 1
7 ARTMENT AUTOMAT 20728 0% 100% 1
8 B INP 20728 0% 100% 1
9 BIJENICKA CESTA 54POB 180 20728 0% 100% 1
10 CADRE ET 20728 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 IEEE TRANSACTIONS ON IMAGE PROCESSING 65746 9% 2% 132
2 JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION 15180 6% 1% 85
3 OPTICAL ENGINEERING 13140 6% 1% 94
4 IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING 9119 2% 2% 26
5 INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 6212 1% 2% 16
6 JOURNAL OF ELECTRONIC IMAGING 5751 2% 1% 24
7 CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING 5389 0% 4% 7
8 INVERSE PROBLEMS 4712 2% 1% 28
9 JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION 3314 1% 1% 16
10 SIGNAL IMAGE AND VIDEO PROCESSING 2248 1% 1% 10

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 BLIND DECONVOLUTION 739441 7% 34% 105 Search BLIND+DECONVOLUTION Search BLIND+DECONVOLUTION
2 IMAGE RESTORATION 704677 14% 16% 208 Search IMAGE+RESTORATION Search IMAGE+RESTORATION
3 IMAGE DEBLURRING 511247 5% 36% 69 Search IMAGE+DEBLURRING Search IMAGE+DEBLURRING
4 MOTION DEBLURRING 342653 2% 72% 23 Search MOTION+DEBLURRING Search MOTION+DEBLURRING
5 MOTION BLUR 330001 3% 32% 50 Search MOTION+BLUR Search MOTION+BLUR
6 BLIND IMAGE DECONVOLUTION 315203 1% 72% 21 Search BLIND+IMAGE+DECONVOLUTION Search BLIND+IMAGE+DECONVOLUTION
7 BLUR IDENTIFICATION 285648 1% 66% 21 Search BLUR+IDENTIFICATION Search BLUR+IDENTIFICATION
8 BLIND IMAGE RESTORATION 193455 1% 67% 14 Search BLIND+IMAGE+RESTORATION Search BLIND+IMAGE+RESTORATION
9 BLUR KERNEL ESTIMATION 192930 1% 85% 11 Search BLUR+KERNEL+ESTIMATION Search BLUR+KERNEL+ESTIMATION
10 CAMERA SHAKE 172733 1% 83% 10 Search CAMERA+SHAKE Search CAMERA+SHAKE

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 BANHAM, MR , KATSAGGELOS, AK , (1997) DIGITAL IMAGE RESTORATION.IEEE SIGNAL PROCESSING MAGAZINE. VOL. 14. ISSUE 2. P. 24-41 49 69% 429
2 BERTERO, M , BOCCACCI, P , DESIDERA, G , VICIDOMINI, G , (2009) IMAGE DEBLURRING WITH POISSON DATA: FROM CELLS TO GALAXIES.INVERSE PROBLEMS. VOL. 25. ISSUE 12. P. - 50 61% 73
3 RUIZ, P , ZHOU, X , MATEOS, J , MOLINA, R , KATSAGGELOS, AK , (2015) VARIATIONAL BAYESIAN BLIND IMAGE DECONVOLUTION: A REVIEW.DIGITAL SIGNAL PROCESSING. VOL. 47. ISSUE . P. 116 -127 33 75% 3
4 XUE, F , BLU, T , (2015) A NOVEL SURE-BASED CRITERION FOR PARAMETRIC PSF ESTIMATION.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 24. ISSUE 2. P. - 31 70% 6
5 ALMEIDA, MSC , ALMEIDA, LB , (2010) BLIND AND SEMI-BLIND DEBLURRING OF NATURAL IMAGES.IEEE TRANSACTIONS ON IMAGE PROCESSING. VOL. 19. ISSUE 1. P. 36 -52 24 83% 69
6 ZHANG, JL , ZHANG, QH , HE, GM , (2008) BLIND IMAGE DECONVOLUTION BY MEANS OF ASYMMETRIC MULTIPLICATIVE ITERATIVE ALGORITHM.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION. VOL. 25. ISSUE 3. P. 710-717 22 92% 9
7 PRATO, M , CAVICCHIOLI, R , ZANNI, L , BOCCACCI, P , BERTERO, M , (2012) EFFICIENT DECONVOLUTION METHODS FOR ASTRONOMICAL IMAGING: ALGORITHMS AND IDL-GPU CODES.ASTRONOMY & ASTROPHYSICS. VOL. 539. ISSUE . P. - 21 78% 18
8 YAP, KH , GUAN, L , LIU, WQ , (2003) A RECURSIVE SOFT-DECISION APPROACH TO BLIND IMAGE DECONVOLUTION.IEEE TRANSACTIONS ON SIGNAL PROCESSING. VOL. 51. ISSUE 2. P. 515-526 22 96% 18
9 KUNDUR, D , HATZINAKOS, D , (1996) BLIND IMAGE DECONVOLUTION.IEEE SIGNAL PROCESSING MAGAZINE. VOL. 13. ISSUE 3. P. 43-64 20 77% 515
10 TENDERO, Y , MOREL, JM , ROUGE, B , (2013) THE FLUTTER SHUTTER PARADOX.SIAM JOURNAL ON IMAGING SCIENCES. VOL. 6. ISSUE 2. P. 813 -847 23 66% 3

Classes with closest relation at Level 1


Rank Class id link
1 2836 TOTAL VARIATION//IMAGE RESTORATION//IMAGE DENOISING
2 21789 THE OPTIMUM INTERPOLATION//BAND LIMITED EXTRAPOLATION//CSINC INTERPOLATION
3 15578 FOCUS MEASURE//SHAPE FROM FOCUS//AUTOFOCUS
4 5852 SUPER RESOLUTION//IMAGE SUPER RESOLUTION//IMAGE INTERPOLATION
5 13634 MARKOV RANDOM FIELD//ITERATIVE CONDITIONAL ESTIMATION//TRIPLET MARKOV CHAINS
6 22137 BLOCKING ARTIFACTS//DEBLOCKING//VIDEO POST PROCESSING
7 7830 ILL POSED PROBLEM//DISCREPANCY PRINCIPLE//TIKHONOV REGULARIZATION
8 21749 REAL TIME INFRARED SCENE GENERATION//MODULATION TRANSFER FUNCTION//OPTICAL LOW PASS FILTER
9 4259 IEEE TRANSACTIONS ON MEDICAL IMAGING//MODEL OBSERVER//IMAGE RECONSTRUCTION
10 28562 VIDEO STABILIZATION//DIGITAL IMAGE STABILIZATION//DIGITAL VIDEO STABILIZATION

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