Class information for:
Level 1: NATURAL IMAGES//NETWORK-COMPUTATION IN NEURAL SYSTEMS//NATURAL SCENES

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
14553 763 39.0 63%


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
1 4 ECONOMICS//EDUCATION & EDUCATIONAL RESEARCH//PSYCHOL 3876184
21 3       PSYCHOLOGY, EXPERIMENTAL//PSYCHOL//VISION RESEARCH 117804
86 2             VISION RESEARCH//JOURNAL OF VISION//PERCEPTION 27070
14553 1                   NATURAL IMAGES//NETWORK-COMPUTATION IN NEURAL SYSTEMS//NATURAL SCENES 763

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 NATURAL IMAGES authKW 410389 5% 26% 40
2 NETWORK-COMPUTATION IN NEURAL SYSTEMS journal 270721 8% 11% 62
3 NATURAL SCENES authKW 243763 5% 16% 38
4 NATURAL IMAGE STATISTICS authKW 220572 3% 26% 21
5 ISODIPOLE authKW 200094 1% 100% 5
6 EMPIRICAL RANKING authKW 160075 1% 100% 4
7 ISOTRIGON authKW 160075 1% 100% 4
8 HISTOGRAM CONTRAST ANALYSIS authKW 128058 1% 80% 4
9 IMAGE STATISTICS authKW 98023 2% 18% 14
10 EFFICIENT CODING authKW 92601 1% 26% 9

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 Computer Science, Artificial Intelligence 13547 35% 0% 266
2 Neurosciences 4649 46% 0% 348
3 Ophthalmology 2732 17% 0% 126
4 Mathematical & Computational Biology 619 6% 0% 42
5 Computer Science, Theory & Methods 532 8% 0% 60
6 Engineering, Electrical & Electronic 375 15% 0% 116
7 Computer Science, Cybernetics 229 2% 0% 13
8 Optics 156 7% 0% 56
9 Psychology, Experimental 98 3% 0% 22
10 Psychology 93 3% 0% 22

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 SECT NEURAL MODELING 90041 0% 75% 3
2 COMPUTAT NEUROBIOL 65095 3% 7% 23
3 BIOL VISUAL SCI 53357 0% 67% 2
4 NEUROBIOPSYCHOL 52649 1% 26% 5
5 AIR PROJECT 51449 0% 43% 3
6 NEURAL NETWORKS 51240 2% 9% 14
7 ALLGEMEINE PSYCHOL PSYCHOLOG 2 40019 0% 100% 1
8 ARTS CREAT THEORIES ESTHET 40019 0% 100% 1
9 BIOL INFORMAT ENGN 40019 0% 100% 1
10 CICHOCLD ADV BRAIN SIGNAL PROC 40019 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 NETWORK-COMPUTATION IN NEURAL SYSTEMS 270721 8% 11% 62
2 NEURAL COMPUTATION 67236 9% 3% 65
3 VISION RESEARCH 17059 8% 1% 63
4 JOURNAL OF VISION 14417 4% 1% 34
5 JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION 6813 5% 0% 41
6 PLOS COMPUTATIONAL BIOLOGY 5815 3% 1% 26
7 NEUROCOMPUTING 4507 4% 0% 33
8 SPATIAL VISION 2542 1% 1% 5
9 PERCEPTION 1593 2% 0% 12
10 BIOLOGICAL CYBERNETICS 1307 1% 0% 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 NATURAL IMAGES 410389 5% 26% 40 Search NATURAL+IMAGES Search NATURAL+IMAGES
2 NATURAL SCENES 243763 5% 16% 38 Search NATURAL+SCENES Search NATURAL+SCENES
3 NATURAL IMAGE STATISTICS 220572 3% 26% 21 Search NATURAL+IMAGE+STATISTICS Search NATURAL+IMAGE+STATISTICS
4 ISODIPOLE 200094 1% 100% 5 Search ISODIPOLE Search ISODIPOLE
5 EMPIRICAL RANKING 160075 1% 100% 4 Search EMPIRICAL+RANKING Search EMPIRICAL+RANKING
6 ISOTRIGON 160075 1% 100% 4 Search ISOTRIGON Search ISOTRIGON
7 HISTOGRAM CONTRAST ANALYSIS 128058 1% 80% 4 Search HISTOGRAM+CONTRAST+ANALYSIS Search HISTOGRAM+CONTRAST+ANALYSIS
8 IMAGE STATISTICS 98023 2% 18% 14 Search IMAGE+STATISTICS Search IMAGE+STATISTICS
9 EFFICIENT CODING 92601 1% 26% 9 Search EFFICIENT+CODING Search EFFICIENT+CODING
10 VISUAL TEXTURES 90041 0% 75% 3 Search VISUAL+TEXTURES Search VISUAL+TEXTURES

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 GERHARD, HE , WICHMANN, FA , BETHGE, M , (2013) HOW SENSITIVE IS THE HUMAN VISUAL SYSTEM TO THE LOCAL STATISTICS OF NATURAL IMAGES?.PLOS COMPUTATIONAL BIOLOGY. VOL. 9. ISSUE 1. P. - 29 69% 15
2 HERMUNDSTAD, AM , CONTE, MM , VICTOR, JD , BALASUBRAMANIAN, V , TKACIK, G , BRIGUGLIO, JJ , (2014) VARIANCE PREDICTS SALIENCE IN CENTRAL SENSORY PROCESSING.ELIFE. VOL. 3. ISSUE . P. - 33 62% 2
3 MADDESS, T , NAGAI, Y , VICTOR, JD , TAYLOR, RRL , (2007) MULTILEVEL ISOTRIGON TEXTURES.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION. VOL. 24. ISSUE 2. P. 278-293 24 86% 2
4 SEAMONS, JWG , BARBOSA, MS , BUBNA-LITIC, A , MADDESS, T , (2015) A LOWER BOUND ON THE NUMBER OF MECHANISMS FOR DISCRIMINATING FOURTH AND HIGHER ORDER SPATIAL CORRELATIONS.VISION RESEARCH. VOL. 108. ISSUE . P. 41 -48 24 69% 0
5 GEISLER, WS , (2008) VISUAL PERCEPTION AND THE STATISTICAL PROPERTIES OF NATURAL SCENES.ANNUAL REVIEW OF PSYCHOLOGY. VOL. 59. ISSUE . P. 167-192 29 45% 215
6 HANSEN, BC , HESS, RF , (2006) DISCRIMINATION OF AMPLITUDE SPECTRUM SLOPE IN THE FOVEA AND PARAFOVEA AND THE LOCAL AMPLITUDE DISTRIBUTIONS OF NATURAL SCENE IMAGERY.JOURNAL OF VISION. VOL. 6. ISSUE 7. P. 696-711 24 77% 12
7 FIELD, DJ , CHANDLER, DM , (2012) METHOD FOR ESTIMATING THE RELATIVE CONTRIBUTION OF PHASE AND POWER SPECTRA TO THE TOTAL INFORMATION IN NATURAL-SCENE PATCHES.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION. VOL. 29. ISSUE 1. P. 55 -67 20 80% 3
8 CHENE, Y , BELIN, E , ROUSSEAU, D , CHAPEAU-BLONDEAU, F , (2013) MULTISCALE ANALYSIS OF DEPTH IMAGES FROM NATURAL SCENES: SCALING IN THE DEPTH OF THE WOODS.CHAOS SOLITONS & FRACTALS. VOL. 54. ISSUE . P. 135-149 30 52% 3
9 MABOUDI, H , SHIMAZAKI, H , AMARI, S , SOLTANIAN-ZADEH, H , (2016) REPRESENTATION OF HIGHER-ORDER STATISTICAL STRUCTURES IN NATURAL SCENES VIA SPATIAL PHASE DISTRIBUTIONS.VISION RESEARCH. VOL. 120. ISSUE . P. 61 -73 26 49% 1
10 MASHHADI, PS , SHOOREHDELI, MA , TESHNEHLAB, M , (2013) PATTERNS WITH DIFFERENT PHASES BUT SAME STATISTICS.JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION. VOL. 30. ISSUE 9. P. 1796-1805 22 65% 0

Classes with closest relation at Level 1


Rank Class id link
1 4151 SIMPLE CELLS//ORIENTATION SELECTIVITY//VISUAL CORTEX
2 32712 BRAIN INFORMAT PROC COGNIT NEURODYNAM//AVERAGE NUMBER DENSITY//COGNIT NEURODYNAM
3 7553 SURROUND SUPPRESSION//CONTOUR INTEGRATION//CONTEXTUAL MODULATION
4 6140 VISION RESEARCH//VERNIER ACUITY//HYPERACUITY
5 23888 ACTIVE INFERENCE//PREDICTIVE CODING//WELLCOME TRUST NEUROIMAGING
6 6758 INFERIOR TEMPORAL CORTEX//OBJECT RECOGNITION//PARAHIPPOCAMPAL PLACE AREA
7 1444 NEURAL COMPUTATION//SYNFIRE CHAIN//SPIKE TRAIN
8 19543 SCALE SPACE//STEERABLE FILTERS//MONOGENIC SIGNAL
9 1826 BLIND SOURCE SEPARATION//BLIND SOURCE SEPARATION BSS//INDEPENDENT COMPONENT ANALYSIS
10 18552 DEEP LEARNING//RESTRICTED BOLTZMANN MACHINE//DEEP BELIEF NETWORKS

Go to start page