Class information for:
Level 1: FACE RECOGNITION//DIMENSIONALITY REDUCTION//MANIFOLD LEARNING

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
95 4319 28.7 52%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
902 10620 FACE RECOGNITION//BIOMETRICS//BIOMETR ENGN

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 FACE RECOGNITION Author keyword 419 27% 31% 1346
2 DIMENSIONALITY REDUCTION Author keyword 83 20% 9% 377
3 MANIFOLD LEARNING Author keyword 65 25% 5% 230
4 SMALL SAMPLE SIZE PROBLEM Author keyword 49 63% 1% 50
5 SUBSPACE LEARNING Author keyword 43 41% 2% 80
6 BIOCOMP Address 27 29% 2% 77
7 LINEAR DISCRIMINANT ANALYSIS Author keyword 26 14% 4% 181
8 ROBUST FACE RECOGNITION Author keyword 22 81% 0% 13
9 FACE RECOGNITION GRAND CHALLENGE FRGC Author keyword 19 71% 0% 15
10 LINEAR DISCRIMINANT ANALYSIS LDA Author keyword 19 24% 2% 69

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 FACE RECOGNITION 419 27% 31% 1346 Search FACE+RECOGNITION Search FACE+RECOGNITION
2 DIMENSIONALITY REDUCTION 83 20% 9% 377 Search DIMENSIONALITY+REDUCTION Search DIMENSIONALITY+REDUCTION
3 MANIFOLD LEARNING 65 25% 5% 230 Search MANIFOLD+LEARNING Search MANIFOLD+LEARNING
4 SMALL SAMPLE SIZE PROBLEM 49 63% 1% 50 Search SMALL+SAMPLE+SIZE+PROBLEM Search SMALL+SAMPLE+SIZE+PROBLEM
5 SUBSPACE LEARNING 43 41% 2% 80 Search SUBSPACE+LEARNING Search SUBSPACE+LEARNING
6 LINEAR DISCRIMINANT ANALYSIS 26 14% 4% 181 Search LINEAR+DISCRIMINANT+ANALYSIS Search LINEAR+DISCRIMINANT+ANALYSIS
7 ROBUST FACE RECOGNITION 22 81% 0% 13 Search ROBUST+FACE+RECOGNITION Search ROBUST+FACE+RECOGNITION
8 FACE RECOGNITION GRAND CHALLENGE FRGC 19 71% 0% 15 Search FACE+RECOGNITION+GRAND+CHALLENGE+FRGC Search FACE+RECOGNITION+GRAND+CHALLENGE+FRGC
9 LINEAR DISCRIMINANT ANALYSIS LDA 19 24% 2% 69 Search LINEAR+DISCRIMINANT+ANALYSIS+LDA Search LINEAR+DISCRIMINANT+ANALYSIS+LDA
10 LINEAR REGRESSION CLASSIFICATION 18 89% 0% 8 Search LINEAR+REGRESSION+CLASSIFICATION Search LINEAR+REGRESSION+CLASSIFICATION

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 EIGENFACES 394 45% 15% 667
2 LDA 218 48% 8% 329
3 FACE RECOGNITION 155 19% 18% 758
4 NONLINEAR DIMENSIONALITY REDUCTION 121 23% 11% 454
5 SAMPLE SIZE PROBLEM 98 73% 2% 75
6 LAPLACIANFACES 95 64% 2% 93
7 DIMENSIONALITY REDUCTION 54 22% 5% 218
8 UNDERSAMPLED PROBLEMS 50 86% 1% 25
9 PCA 43 17% 5% 230
10 2 DIMENSIONAL PCA 43 44% 2% 74

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 IET COMPUTER VISION 4 11% 1% 38
2 IET BIOMETRICS 1 12% 0% 11

Reviews


Title Publ. year Cit. Active
references		 % act. ref.
to same field
Face recognition: A literature survey 2003 1895 55 55%
Face recognition from a single image per person: A survey 2006 189 55 80%
Detecting faces in images: A survey 2002 1187 48 44%
Recent advances in visual and infrared face recognition - a review 2005 201 86 71%
Face recognition across pose: A review 2009 104 62 76%
Head Pose Estimation in Computer Vision: A Survey 2009 237 47 32%
Recent advances in face biometrics with Gabor wavelets: A review 2010 22 21 81%
Comparison of human and computer performance across face recognition experiments 2014 3 26 42%
Fast computation of PCA bases of image subspace using its inner-product subspace 2013 1 8 100%
An introduction to kernel-based learning algorithms 2001 1332 29 14%

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 BIOCOMP 27 29% 1.8% 77
2 OPTOELECT TECH SYST 15 73% 0.3% 11
3 QUANTUM COMPUTAT INTELLIGENT SYST 13 21% 1.3% 58
4 ENGN INFORMAT PROC PLICAT 13 80% 0.2% 8
5 ENGN INTELLIGENT PERCEPT INTERNET THINGS 11 100% 0.1% 6
6 E AGING GRP 9 83% 0.1% 5
7 GUANGDONG IND TRAINING 8 75% 0.1% 6
8 BIOMETR SECUR 8 39% 0.4% 17
9 ISVISION 6 100% 0.1% 4
10 ISVISION JOINT RD E RECOGNIT 6 100% 0.1% 4

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000194344 GENDER CLASSIFICATION//AGE PROGRESSION//REAL WORLD FACE IMAGES
2 0.0000168992 SKIN DETECTOR//SKIN DETECTION//NETWORK COMMUN SECUR GRP
3 0.0000128953 FACIAL EXPRESSION RECOGNITION//IEEE TRANSACTIONS ON AFFECTIVE COMPUTING//AFFECTIVE COMPUTING
4 0.0000113149 GAZE TRACKING//GAZE ESTIMATION//GAZE DETECTION
5 0.0000099712 EARPRINT//EAR RECOGNITION//EARPRINT IDENTIFICATION
6 0.0000095624 NONNEGATIVE MATRIX FACTORIZATION//NONNEGATIVE RANK//NON NEGATIVE MATRIX FACTORIZATION
7 0.0000088571 GAIT RECOGNITION//GAIT AUTHENTICATION//UNIT FORENS ANTHROPOL
8 0.0000083089 TRANSFER LEARNING//MULTITASK LEARNING//DOMAIN ADAPTATION
9 0.0000074487 BIOMETRICS//IRIS RECOGNITION//BIOMETR SYST
10 0.0000071644 TWIN SUPPORT VECTOR MACHINE//TWIN SUPPORT VECTOR MACHINES//MULTIPLE KERNEL LEARNING