Class information for:
Level 1: HYPERSPECTRAL IMAGE CLASSIFICATION//HYPERSPECTRAL IMAGE//REMOTE SENSING

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
3089 2069 32.1 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
3089 1                   HYPERSPECTRAL IMAGE CLASSIFICATION//HYPERSPECTRAL IMAGE//REMOTE SENSING 2069

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 HYPERSPECTRAL IMAGE CLASSIFICATION authKW 1221806 5% 87% 95
2 HYPERSPECTRAL IMAGE authKW 821036 8% 35% 160
3 REMOTE SENSING WoSSC 618606 74% 3% 1534
4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY WoSSC 504350 70% 2% 1439
5 IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING journal 464282 26% 6% 530
6 BAND SELECTION authKW 417135 3% 51% 55
7 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS journal 383454 14% 9% 283
8 HYPERSPECTRAL IMAGE HSI authKW 374056 2% 65% 39
9 ACTIVE LEARNING AL authKW 373197 1% 90% 28
10 SPECTRAL SPATIAL CLASSIFICATION authKW 370950 1% 93% 27

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 618606 74% 3% 1534
2 Imaging Science & Photographic Technology 504350 70% 2% 1439
3 Geochemistry & Geophysics 42370 40% 0% 823
4 Engineering, Electrical & Electronic 20309 57% 0% 1189
5 Geography, Physical 14739 14% 0% 297
6 Computer Science, Artificial Intelligence 2440 9% 0% 196
7 Geosciences, Multidisciplinary 363 6% 0% 124
8 Computer Science, Theory & Methods 81 2% 0% 50
9 Environmental Sciences 72 5% 0% 100
10 Computer Science, Interdisciplinary Applications 56 2% 0% 43

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 HYPERSPE AL COMP 159065 2% 33% 33
2 STATE INFORMAT ENGN SURVEYING M PING R 137836 5% 9% 107
3 TECHNOL COMP COMMUN 105043 2% 20% 35
4 SATELLITE M PING TECHNOL PLICAT 96904 1% 39% 17
5 HYPERSPE AL IMAGE ANAL GRP 88540 0% 100% 6
6 INFORMAT ENGN COMP SCI 84325 3% 8% 68
7 INTEGRATED GEOG INFORMAT ANAL 78153 1% 38% 14
8 STATE BUR SURVEYING M PING CHINA 73784 0% 100% 5
9 GRENOBLE IMAGES SPEECH SIGNALS AUTOMAT GIPS 72642 0% 62% 8
10 GUANGDONG PROV URBANIZAT GEOSIMULAT 64006 1% 27% 16

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 GEOSCIENCE AND REMOTE SENSING 464282 26% 6% 530
2 IEEE GEOSCIENCE AND REMOTE SENSING LETTERS 383454 14% 9% 283
3 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 268256 9% 9% 195
4 INTERNATIONAL JOURNAL OF REMOTE SENSING 61733 10% 2% 199
5 REMOTE SENSING LETTERS 35699 2% 6% 40
6 JOURNAL OF APPLIED REMOTE SENSING 25674 2% 4% 49
7 ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING 16458 2% 3% 41
8 REMOTE SENSING 10091 2% 1% 47
9 PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING 8728 2% 1% 43
10 JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING 4578 1% 2% 14

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 HYPERSPECTRAL IMAGE CLASSIFICATION 1221806 5% 87% 95 Search HYPERSPECTRAL+IMAGE+CLASSIFICATION Search HYPERSPECTRAL+IMAGE+CLASSIFICATION
2 HYPERSPECTRAL IMAGE 821036 8% 35% 160 Search HYPERSPECTRAL+IMAGE Search HYPERSPECTRAL+IMAGE
3 BAND SELECTION 417135 3% 51% 55 Search BAND+SELECTION Search BAND+SELECTION
4 HYPERSPECTRAL IMAGE HSI 374056 2% 65% 39 Search HYPERSPECTRAL+IMAGE+HSI Search HYPERSPECTRAL+IMAGE+HSI
5 ACTIVE LEARNING AL 373197 1% 90% 28 Search ACTIVE+LEARNING+AL Search ACTIVE+LEARNING+AL
6 SPECTRAL SPATIAL CLASSIFICATION 370950 1% 93% 27 Search SPECTRAL+SPATIAL+CLASSIFICATION Search SPECTRAL+SPATIAL+CLASSIFICATION
7 HYPERSPECTRAL IMAGE HSI CLASSIFICATION 354162 1% 100% 24 Search HYPERSPECTRAL+IMAGE+HSI+CLASSIFICATION Search HYPERSPECTRAL+IMAGE+HSI+CLASSIFICATION
8 HYPERSPECTRAL IMAGERY 291712 4% 24% 82 Search HYPERSPECTRAL+IMAGERY Search HYPERSPECTRAL+IMAGERY
9 HYPERSPECTRAL CLASSIFICATION 231610 1% 83% 19 Search HYPERSPECTRAL+CLASSIFICATION Search HYPERSPECTRAL+CLASSIFICATION
10 HYPERSPECTRAL DATA 207467 3% 25% 57 Search HYPERSPECTRAL+DATA Search HYPERSPECTRAL+DATA

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 MOUNTRAKIS, G , IM, J , OGOLE, C , (2011) SUPPORT VECTOR MACHINES IN REMOTE SENSING: A REVIEW.ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING. VOL. 66. ISSUE 3. P. 247-259 62 48% 478
2 CAMPS-VALLS, G , TUIA, D , BRUZZONE, L , BENEDIKTSSON, JA , (2014) ADVANCES IN HYPERSPECTRAL IMAGE CLASSIFICATION.IEEE SIGNAL PROCESSING MAGAZINE. VOL. 31. ISSUE 1. P. 45-54 37 93% 89
3 JIA, XP , KUO, BC , CRAWFORD, MM , (2013) FEATURE MINING FOR HYPERSPECTRAL IMAGE CLASSIFICATION.PROCEEDINGS OF THE IEEE. VOL. 101. ISSUE 3. P. 676 -697 61 68% 66
4 CHUTIA, D , BHATTACHARYYA, DK , SARMA, KK , KALITA, R , SUDHAKAR, S , (2016) HYPERSPECTRAL REMOTE SENSING CLASSIFICATIONS: A PERSPECTIVE SURVEY.TRANSACTIONS IN GIS. VOL. 20. ISSUE 4. P. 463 -490 71 66% 1
5 HE, Z , LI, J , LIU, L , LIU, K , ZHUO, L , (2016) FAST THREE-DIMENSIONAL EMPIRICAL MODE DECOMPOSITION OF HYPERSPECTRAL IMAGES FOR CLASS-ORIENTED MULTITASK LEARNING.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 54. ISSUE 11. P. 6625 -6643 56 86% 0
6 FAUVEL, M , TARABALKA, Y , BENEDIKTSSON, JA , CHANUSSOT, J , TILTON, JC , (2013) ADVANCES IN SPECTRAL-SPATIAL CLASSIFICATION OF HYPERSPECTRAL IMAGES.PROCEEDINGS OF THE IEEE. VOL. 101. ISSUE 3. P. 652 -675 40 56% 236
7 ZHANG, LP , ZHANG, LF , DU, B , (2016) DEEP LEARNING FOR REMOTE SENSING DATA A TECHNICAL TUTORIAL ON THE STATE OF THE ART.IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. VOL. 4. ISSUE 2. P. 22 -40 46 61% 7
8 HUANG, X , ZHANG, LP , (2013) AN SVM ENSEMBLE APPROACH COMBINING SPECTRAL, STRUCTURAL, AND SEMANTIC FEATURES FOR THE CLASSIFICATION OF HIGH-RESOLUTION REMOTELY SENSED IMAGERY.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 51. ISSUE 1. P. 257-272 35 81% 94
9 KANG, XD , LI, ST , FANG, LY , BENEDIKTSSON, JA , (2015) INTRINSIC IMAGE DECOMPOSITION FOR FEATURE EXTRACTION OF HYPERSPECTRAL IMAGES.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 53. ISSUE 4. P. 2241 -2253 42 81% 11
10 AYERDI, B , ROMAY, MG , (2016) HYPERSPECTRAL IMAGE ANALYSIS BY SPECTRAL-SPATIAL PROCESSING AND ANTICIPATIVE HYBRID EXTREME ROTATION FOREST CLASSIFICATION.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 54. ISSUE 5. P. 2627 -2639 46 78% 0

Classes with closest relation at Level 1


Rank Class id link
1 8350 ENDMEMBER EXTRACTION//SPECTRAL UNMIXING//HYPERSPECTRAL UNMIXING
2 7817 IMPERVIOUS SURFACE//OBJECT BASED IMAGE ANALYSIS//REMOTE SENSING
3 34248 VEHICLE DETECTION//VEHICLE EXTRACTION//MOVING VEHICLE EXTRACTION
4 8868 CHANGE DETECTION//UNSUPERVISED CHANGE DETECTION//MULTITEMPORAL IMAGES
5 30668 SUPER RESOLUTION MAPPING//SUB PIXEL MAPPING//SUPERRESOLUTION MAPPING SRM
6 1564 REMOTE SENSING//LANDSAT//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY
7 31923 REJECT OPTIONS//REJECT OPTION//CHOWS RULE
8 23583 INTERNATIONAL CHARTER//BUILDING DAMAGE DETECTION//COLLAPSED BUILDING
9 7879 BUILDING DETECTION//BUILDING EXTRACTION//ROAD EXTRACTION
10 25585 SEMI SUPERVISED LEARNING//CO TRAINING//TRI TRAINING

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