Class information for:
Level 1: HYPERSPECTRAL IMAGE CLASSIFICATION//ACTIVE LEARNING AL//HYPERSPECTRAL IMAGE HSI CLASSIFICATION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
2043 2311 33.3 58%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
76 26792 REMOTE SENSING//IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY//REMOTE SENSING OF ENVIRONMENT

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 HYPERSPECTRAL IMAGE CLASSIFICATION Author keyword 45 53% 3% 59
2 ACTIVE LEARNING AL Author keyword 33 83% 1% 19
3 HYPERSPECTRAL IMAGE HSI CLASSIFICATION Author keyword 26 100% 0% 11
4 HYPERSPECTRAL IMAGE HSI Author keyword 20 62% 1% 21
5 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING Journal 18 11% 7% 155
6 OBJECT BASED IMAGE ANALYSIS Author keyword 17 29% 2% 52
7 SPECTRAL SPATIAL CLASSIFICATION Author keyword 16 60% 1% 18
8 OBJECT BASED CLASSIFICATION Author keyword 13 30% 2% 37
9 MULTINOMIAL LOGISTIC REGRESSION MLR Author keyword 13 69% 0% 11
10 HYPERSPECTRAL IMAGES Author keyword 12 16% 3% 66

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 HYPERSPECTRAL IMAGE CLASSIFICATION 45 53% 3% 59 Search HYPERSPECTRAL+IMAGE+CLASSIFICATION Search HYPERSPECTRAL+IMAGE+CLASSIFICATION
2 ACTIVE LEARNING AL 33 83% 1% 19 Search ACTIVE+LEARNING+AL Search ACTIVE+LEARNING+AL
3 HYPERSPECTRAL IMAGE HSI CLASSIFICATION 26 100% 0% 11 Search HYPERSPECTRAL+IMAGE+HSI+CLASSIFICATION Search HYPERSPECTRAL+IMAGE+HSI+CLASSIFICATION
4 HYPERSPECTRAL IMAGE HSI 20 62% 1% 21 Search HYPERSPECTRAL+IMAGE+HSI Search HYPERSPECTRAL+IMAGE+HSI
5 OBJECT BASED IMAGE ANALYSIS 17 29% 2% 52 Search OBJECT+BASED+IMAGE+ANALYSIS Search OBJECT+BASED+IMAGE+ANALYSIS
6 SPECTRAL SPATIAL CLASSIFICATION 16 60% 1% 18 Search SPECTRAL+SPATIAL+CLASSIFICATION Search SPECTRAL+SPATIAL+CLASSIFICATION
7 OBJECT BASED CLASSIFICATION 13 30% 2% 37 Search OBJECT+BASED+CLASSIFICATION Search OBJECT+BASED+CLASSIFICATION
8 MULTINOMIAL LOGISTIC REGRESSION MLR 13 69% 0% 11 Search MULTINOMIAL+LOGISTIC+REGRESSION+MLR Search MULTINOMIAL+LOGISTIC+REGRESSION+MLR
9 HYPERSPECTRAL IMAGES 12 16% 3% 66 Search HYPERSPECTRAL+IMAGES Search HYPERSPECTRAL+IMAGES
10 BAND CLUSTERING 12 86% 0% 6 Search BAND+CLUSTERING Search BAND+CLUSTERING

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 REMOTE SENSING IMAGES 126 44% 9% 219
2 LAND COVER CLASSIFICATION 69 29% 9% 200
3 SPECTRAL SPATIAL CLASSIFICATION 51 91% 1% 21
4 MORPHOLOGICAL PROFILES 46 64% 2% 45
5 SEMISUPERVISED CLASSIFICATION 32 80% 1% 20
6 MULTISOURCE 31 55% 2% 39
7 COMPOSITE KERNELS 23 86% 1% 12
8 MULTINOMIAL LOGISTIC REGRESSION 23 60% 1% 25
9 IMAGE CLASSIFICATION 22 17% 5% 113
10 SPATIAL CLASSIFICATION 18 58% 1% 21

Journals


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING 18 11% 7% 155

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Object based image analysis for remote sensing 2010 745 108 52%
Support vector machines in remote sensing: A review 2011 269 128 55%
A survey of image classification methods and techniques for improving classification performance 2007 453 316 32%
A REVIEW AND ANALYSIS OF BACKPROPAGATION NEURAL NETWORKS FOR CLASSIFICATION OF REMOTELY-SENSED MULTISPECTRAL IMAGERY 1995 190 14 71%
Parameterizing Support Vector Machines for Land Cover Classification 2011 16 24 75%
The application of artificial neural networks to the analysis of remotely sensed data 2008 94 238 29%
Multiple Classifier System for Remote Sensing Image Classification: A Review 2012 23 46 35%
Advances in Geographic Object-Based Image Analysis with ontologies: A review of main contributions and limitations from a remote sensing perspective 2013 23 51 18%
Detect Residential Buildings from Lidar and Aerial Photographs through Object-Oriented Land-Use Classification 2012 11 21 43%
A Review of Remote Sensing Image Classification Techniques: the Role of Spatio-contextual Information 2014 1 104 37%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 SATELLITE M PING TECHNOL PLICAT 10 50% 0.6% 14
2 HYPERSPE AL COMP 9 32% 1.0% 23
3 STATE BUR SURVEYING M PING CHINA 8 100% 0.2% 5
4 CADASTRAL ENGN GEODESY 6 80% 0.2% 4
5 GEOMAT ANAL RISK 6 40% 0.5% 12
6 PHOTOGRAMMETRY IMAGE ANAL 6 53% 0.3% 8
7 HYPERSPE AL IMAGE ANAL GRP 6 100% 0.2% 4
8 GRENOBLE IMAGES SPEECH SIGNALS AUTOMAT GIPS 5 60% 0.3% 6
9 TECHNOL COMP COMMUN 5 19% 1.1% 25
10 TELECOMMUN REMOTE SENSING 4 50% 0.3% 6

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000285152 IMPERVIOUS SURFACE//CARTOG GIS GRP//IMPERVIOUS SURFACE ESTIMATION
2 0.0000190518 GLOBAL LAND COVER//SW GEOG SCI//RSU
3 0.0000185036 REMOTE SENSING SIGNAL IMAGE PROC//HYPERSPE AL COMP//SPECTRAL UNMIXING
4 0.0000150086 DATA MANAGEMENT AND ANALYSIS//DAYHOFF MATRIX//IMMUNOL HISTOCOMPATIB
5 0.0000146856 FRACTAL MEASUREMENT//OPTIMAL SPATIAL RESOLUTION//RESOLUTION TRANSFORMATION MODEL
6 0.0000128540 CHANGE DETECTION//LANDSAT//STARFM
7 0.0000105223 BUILDING EXTRACTION//BUILDING DETECTION//ROAD NETWORK EXTRACTION
8 0.0000092913 TEMPORAL INDICES//INTERNATIONAL CHARTER//BUILDING DAMAGE ASSESSMENT
9 0.0000082689 TOPOGRAPHIC CORRECTION//MINNAERT//ADJACENCY EFFECT
10 0.0000070021 ARTHUR BRANT EXPLORAT GEOPHYS//ASTER//LITHOLOGICAL MAPPING