Class information for:
Level 1: ENDMEMBER EXTRACTION//SPECTRAL UNMIXING//HYPERSPECTRAL UNMIXING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
8350 1263 29.7 62%


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
4 4 ENVIRONMENTAL SCIENCES//GEOSCIENCES, MULTIDISCIPLINARY//METEOROLOGY & ATMOSPHERIC SCIENCES 1766162
149 3       REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//INTERNATIONAL JOURNAL OF REMOTE SENSING 63556
203 2             REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//INTERNATIONAL JOURNAL OF REMOTE SENSING 21141
8350 1                   ENDMEMBER EXTRACTION//SPECTRAL UNMIXING//HYPERSPECTRAL UNMIXING 1263

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 ENDMEMBER EXTRACTION authKW 1427190 6% 84% 70
2 SPECTRAL UNMIXING authKW 1333082 9% 48% 116
3 HYPERSPECTRAL UNMIXING authKW 1237542 5% 87% 59
4 REMOTE SENSING SIGNAL IMAGE PROC address 1208721 6% 71% 70
5 HYPERSPECTRAL IMAGERY authKW 989892 9% 35% 118
6 HYPERSPE AL COMP address 833158 5% 58% 59
7 TECHNOL COMP COMMUN address 728546 6% 42% 72
8 ENDMEMBER authKW 646107 3% 64% 42
9 SPARSE UNMIXING authKW 459329 2% 100% 19
10 HYPERSPECTRAL IMAGING authKW 448353 11% 13% 143

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 Remote Sensing 243886 60% 1% 753
2 Imaging Science & Photographic Technology 211212 58% 1% 728
3 Geochemistry & Geophysics 17164 33% 0% 411
4 Engineering, Electrical & Electronic 13510 60% 0% 756
5 Geography, Physical 10221 15% 0% 193
6 Computer Science, Artificial Intelligence 1499 10% 0% 120
7 Optics 489 10% 0% 120
8 Computer Science, Theory & Methods 110 3% 0% 41
9 Spectroscopy 98 3% 0% 39
10 Geosciences, Multidisciplinary 63 4% 0% 48

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 REMOTE SENSING SIGNAL IMAGE PROC 1208721 6% 71% 70
2 HYPERSPE AL COMP 833158 5% 58% 59
3 TECHNOL COMP COMMUN 728546 6% 42% 72
4 HYPERSPE AL COMP HYPERCOMP 124328 0% 86% 6
5 DIPARTIMENTO ARMI NAVALI 96697 0% 67% 6
6 COMP TECHNOL COMMUN 86337 0% 71% 5
7 QUANTITAT IMAGING MED 86337 0% 71% 5
8 STATE INFORMAT ENGN SURVEYING M PING R 70990 5% 5% 60
9 INFORMAT ENGN SURVEYING M PING RE 64465 0% 67% 4
10 TECHNOL GEOSPATIAL INFORMAT PROC PLIC 57232 1% 16% 15

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 JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 310955 13% 8% 164
2 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 204681 22% 3% 275
3 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 112870 10% 4% 120
4 JOURNAL OF APPLIED REMOTE SENSING 32426 3% 3% 43
5 JOURNAL OF INFRARED AND MILLIMETER WAVES 14170 3% 2% 34
6 IEEE TRANSACTIONS ON IMAGE PROCESSING 6643 3% 1% 39
7 INTERNATIONAL JOURNAL OF REMOTE SENSING 5584 4% 0% 47
8 REMOTE SENSING LETTERS 5251 1% 2% 12
9 JOURNAL OF REAL-TIME IMAGE PROCESSING 3668 1% 2% 8
10 SPECTROSCOPY AND SPECTRAL ANALYSIS 3181 3% 0% 37

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 ENDMEMBER EXTRACTION 1427190 6% 84% 70 Search ENDMEMBER+EXTRACTION Search ENDMEMBER+EXTRACTION
2 SPECTRAL UNMIXING 1333082 9% 48% 116 Search SPECTRAL+UNMIXING Search SPECTRAL+UNMIXING
3 HYPERSPECTRAL UNMIXING 1237542 5% 87% 59 Search HYPERSPECTRAL+UNMIXING Search HYPERSPECTRAL+UNMIXING
4 HYPERSPECTRAL IMAGERY 989892 9% 35% 118 Search HYPERSPECTRAL+IMAGERY Search HYPERSPECTRAL+IMAGERY
5 ENDMEMBER 646107 3% 64% 42 Search ENDMEMBER Search ENDMEMBER
6 SPARSE UNMIXING 459329 2% 100% 19 Search SPARSE+UNMIXING Search SPARSE+UNMIXING
7 HYPERSPECTRAL IMAGING 448353 11% 13% 143 Search HYPERSPECTRAL+IMAGING Search HYPERSPECTRAL+IMAGING
8 ORTHOGONAL SUBSPACE PROJECTION OSP 440980 2% 79% 23 Search ORTHOGONAL+SUBSPACE+PROJECTION+OSP Search ORTHOGONAL+SUBSPACE+PROJECTION+OSP
9 HYPERSPECTRAL IMAGE 416143 7% 19% 89 Search HYPERSPECTRAL+IMAGE Search HYPERSPECTRAL+IMAGE
10 VIRTUAL DIMENSIONALITY VD 363628 2% 79% 19 Search VIRTUAL+DIMENSIONALITY+VD Search VIRTUAL+DIMENSIONALITY+VD

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 CHANUSSOT, J , BIOUCAS-DIAS, JM , PLAZA, A , DOBIGEON, N , PARENTE, M , DU, Q , GADER, P , (2012) HYPERSPECTRAL UNMIXING OVERVIEW: GEOMETRICAL, STATISTICAL, AND SPARSE REGRESSION-BASED APPROACHES.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. VOL. 5. ISSUE 2. P. 354 -379 64 48% 398
2 MARTIN, G , PLAZA, A , (2012) SPATIAL-SPECTRAL PREPROCESSING PRIOR TO ENDMEMBER IDENTIFICATION AND UNMIXING OF REMOTELY SENSED HYPERSPECTRAL DATA.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. VOL. 5. ISSUE 2. P. 380 -395 47 92% 51
3 REMON, A , SANCHEZ, S , BERNABE, S , QUINTANA-ORTI, ES , PLAZA, A , (2013) PERFORMANCE VERSUS ENERGY CONSUMPTION OF HYPERSPECTRAL UNMIXING ALGORITHMS ON MULTI-CORE PLATFORMS.EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING. VOL. . ISSUE . P. - 52 91% 3
4 SOMERS, B , ZORTEA, M , PLAZA, A , ASNER, GP , (2012) AUTOMATED EXTRACTION OF IMAGE-BASED ENDMEMBER BUNDLES FOR IMPROVED SPECTRAL UNMIXING.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. VOL. 5. ISSUE 2. P. 396 -408 40 91% 42
5 HENDRIX, EMT , GARCIA, I , PLAZA, J , MARTIN, G , PLAZA, A , (2012) A NEW MINIMUM-VOLUME ENCLOSING ALGORITHM FOR ENDMEMBER IDENTIFICATION AND ABUNDANCE ESTIMATION IN HYPERSPECTRAL DATA.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 50. ISSUE 7. P. 2744 -2757 37 100% 16
6 IORDACHE, MD , BIOUCAS-DIAS, JM , PLAZA, A , (2012) TOTAL VARIATION SPATIAL REGULARIZATION FOR SPARSE HYPERSPECTRAL UNMIXING.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 50. ISSUE 11. P. 4484 -4502 38 75% 97
7 NASCIMENTO, JMP , VESTIAS, M , (2016) SYSTEM-ON-CHIP FIELD-PROGRAMMABLE GATE ARRAY DESIGN FOR ONBOARD REAL-TIME HYPERSPECTRAL UNMIXING.JOURNAL OF APPLIED REMOTE SENSING. VOL. 10. ISSUE . P. - 37 90% 0
8 XU, MM , DU, B , ZHANG, LP , (2014) SPATIAL-SPECTRAL INFORMATION BASED ABUNDANCE-CONSTRAINED ENDMEMBER EXTRACTION METHODS.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. VOL. 7. ISSUE 6. P. 2004 -2015 34 87% 7
9 GAO, LR , GAO, JW , LI, J , IEEE, APF , ZHUANG, LN , SUN, X , ZHANG, B , (2015) MULTIPLE ALGORITHM INTEGRATION BASED ON ANT COLONY OPTIMIZATION FOR ENDMEMBER EXTRACTION FROM HYPERSPECTRAL IMAGERY.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. VOL. 8. ISSUE 6. P. 2569 -2582 34 87% 1
10 HEYLEN, R , PARENTE, M , GADER, P , (2014) A REVIEW OF NONLINEAR HYPERSPECTRAL UNMIXING METHODS.IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. VOL. 7. ISSUE 6. P. 1844 -1868 55 41% 42

Classes with closest relation at Level 1


Rank Class id link
1 30668 SUPER RESOLUTION MAPPING//SUB PIXEL MAPPING//SUPERRESOLUTION MAPPING SRM
2 3089 HYPERSPECTRAL IMAGE CLASSIFICATION//HYPERSPECTRAL IMAGE//REMOTE SENSING
3 8471 ASTER//LITHOLOGICAL MAPPING//MINERAL MAPPING
4 16697 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE MATRIX FACTORIZATION NMF//CONCEPT FACTORIZATION
5 7817 IMPERVIOUS SURFACE//OBJECT BASED IMAGE ANALYSIS//REMOTE SENSING
6 26435 DESTRIPING//CLOUD REMOVAL//RING ARTIFACTS
7 17430 SMALL TARGET DETECTION//SMALL TARGET//INFRARED SMALL TARGET DETECTION
8 21272 COLOR INFRARED PHOTOGRAPHY//PERENNIAL PEPPERWEED//INTEGRATED FARMING NAT OURCES
9 24674 HYPERSPECTRAL IMAGING//DIGITAL STAINING//SPECTRAL SIMILARITY MAPPING
10 33205 CROP RESIDUE COVER//CELLULOSE ABSORPTION INDEX//NON PHOTOSYNTHETIC VEGETATION

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