Class information for:
Level 1: SHAPE FROM SHADING//PHOTOMETRIC STEREO//LAMBERTIAN MODEL

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
11043 1012 24.9 44%


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
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
83 2             COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION 27200
11043 1                   SHAPE FROM SHADING//PHOTOMETRIC STEREO//LAMBERTIAN MODEL 1012

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 SHAPE FROM SHADING authKW 2904334 16% 59% 163
2 PHOTOMETRIC STEREO authKW 2785028 12% 77% 120
3 LAMBERTIAN MODEL authKW 203655 1% 75% 9
4 PHYSICS BASED VISION authKW 198153 2% 39% 17
5 BAS RELIEF authKW 148532 1% 62% 8
6 SPECULAR SURFACES authKW 148532 1% 62% 8
7 ALBEDO ESTIMATION authKW 147837 1% 70% 7
8 INTERREFLECTIONS authKW 137921 1% 57% 8
9 TORRANCE SPARROW MODEL authKW 135770 1% 75% 6
10 LAMBERTIAN REFLECTANCE authKW 123195 1% 58% 7

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 32613 47% 0% 473
2 Computer Science, Software Engineering 4554 16% 0% 160
3 Imaging Science & Photographic Technology 4147 9% 0% 93
4 Computer Science, Theory & Methods 3029 16% 0% 157
5 Engineering, Electrical & Electronic 2914 33% 0% 329
6 Optics 1918 19% 0% 193
7 Computer Science, Cybernetics 260 2% 0% 16
8 Computer Science, Information Systems 180 4% 0% 41
9 Remote Sensing 159 2% 0% 19
10 Mathematics, Applied 69 5% 0% 47

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 MACHINE VIS 63807 2% 13% 16
2 COMP VIS CONTROL 40228 0% 67% 2
3 ICT ENGN 40228 0% 67% 2
4 ABT MESS REGELUNGS DIAGNOSESYSTEME MRD 30172 0% 100% 1
5 ARC AUTONOMOUS SYST 30172 0% 100% 1
6 AUDIOVISUAL INFORMAT 30172 0% 100% 1
7 CISX PAUL G ALLEN 30172 0% 100% 1
8 CNRSUMR 6285 STICC CID 30172 0% 100% 1
9 COMPUTACAO COMPUTACA LICADA AUTOMACAO 30172 0% 100% 1
10 DIPARTIMENTO FIS ISI E ORAZ SEGNALI IMMAGINI 30172 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 INTERNATIONAL JOURNAL OF COMPUTER VISION 75833 7% 4% 67
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 44106 8% 2% 82
3 COMPUTER VISION AND IMAGE UNDERSTANDING 27045 4% 2% 42
4 CVGIP-IMAGE UNDERSTANDING 20667 1% 6% 12
5 IMAGE AND VISION COMPUTING 13520 3% 1% 34
6 JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION 7029 5% 0% 48
7 IET COMPUTER VISION 6745 1% 2% 10
8 JOURNAL OF MATHEMATICAL IMAGING AND VISION 5753 1% 1% 14
9 MACHINE VISION AND APPLICATIONS 4610 1% 1% 13
10 PATTERN RECOGNITION 4191 3% 0% 31

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 SHAPE FROM SHADING 2904334 16% 59% 163 Search SHAPE+FROM+SHADING Search SHAPE+FROM+SHADING
2 PHOTOMETRIC STEREO 2785028 12% 77% 120 Search PHOTOMETRIC+STEREO Search PHOTOMETRIC+STEREO
3 LAMBERTIAN MODEL 203655 1% 75% 9 Search LAMBERTIAN+MODEL Search LAMBERTIAN+MODEL
4 PHYSICS BASED VISION 198153 2% 39% 17 Search PHYSICS+BASED+VISION Search PHYSICS+BASED+VISION
5 BAS RELIEF 148532 1% 62% 8 Search BAS+RELIEF Search BAS+RELIEF
6 SPECULAR SURFACES 148532 1% 62% 8 Search SPECULAR+SURFACES Search SPECULAR+SURFACES
7 ALBEDO ESTIMATION 147837 1% 70% 7 Search ALBEDO+ESTIMATION Search ALBEDO+ESTIMATION
8 INTERREFLECTIONS 137921 1% 57% 8 Search INTERREFLECTIONS Search INTERREFLECTIONS
9 TORRANCE SPARROW MODEL 135770 1% 75% 6 Search TORRANCE+SPARROW+MODEL Search TORRANCE+SPARROW+MODEL
10 LAMBERTIAN REFLECTANCE 123195 1% 58% 7 Search LAMBERTIAN+REFLECTANCE Search LAMBERTIAN+REFLECTANCE

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 DUROU, JD , FALCONE, M , SAGONA, M , (2008) NUMERICAL METHODS FOR SHAPE-FROM-SHADLING: A NEW SURVEY WITH BENCHMARKS.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 109. ISSUE 1. P. 22 -43 54 86% 95
2 TOZZA, S , FALCONE, M , (2016) ANALYSIS AND APPROXIMATION OF SOME SHAPE-FROM-SHADING MODELS FOR NON-LAMBERTIAN SURFACES.JOURNAL OF MATHEMATICAL IMAGING AND VISION. VOL. 55. ISSUE 2. P. 153 -178 33 83% 0
3 MECCA, R , QUEAU, Y , LOGOTHETIS, F , CIPOLLA, R , (2016) A SINGLE-LOBE PHOTOMETRIC STEREO APPROACH FOR HETEROGENEOUS MATERIAL.SIAM JOURNAL ON IMAGING SCIENCES. VOL. 9. ISSUE 4. P. 1858 -1888 27 93% 0
4 MECCA, R , FALCONE, M , (2013) UNIQUENESS AND APPROXIMATION OF A PHOTOMETRIC SHAPE-FROM-SHADING MODEL.SIAM JOURNAL ON IMAGING SCIENCES. VOL. 6. ISSUE 1. P. 616-659 23 96% 5
5 SMITH, W , FANG, FF , (2016) HEIGHT FROM PHOTOMETRIC RATIO WITH MODEL-BASED LIGHT SOURCE SELECTION.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 145. ISSUE . P. 128 -138 25 78% 1
6 YANG, L , ZHANG, N , REN, YY , HU, HS , (2015) LINEAR PERSPECTIVE SHAPE-FROM-SHADING METHOD WITH TWO IMAGES.JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS. VOL. 26. ISSUE 5. P. 1080 -1087 24 89% 0
7 MECCA, R , WETZLER, A , BRUCKSTEIN, AM , KIMMEL, R , (2014) NEAR FIELD PHOTOMETRIC STEREO WITH POINT LIGHT SOURCES.SIAM JOURNAL ON IMAGING SCIENCES. VOL. 7. ISSUE 4. P. 2732 -2770 21 88% 7
8 SRICHUMROENRATTANA, N , LIPIKORN, R , LURSINSAP, C , (2016) STEREOSCOPIC FACE RECONSTRUCTION FROM A SINGLE 2-DIMENSIONAL FACE IMAGE USING ORTHOGONALITY OF NORMAL SURFACE AND Y-RATIO.INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE. VOL. 30. ISSUE 2. P. - 22 85% 0
9 COURTEILLE, F , CROUZIL, A , DUROU, JD , GURDJOS, P , (2008) 3D-SPLINE RECONSTRUCTION USING SHAPE FROM SHADING: SPLINE FROM SHADING.IMAGE AND VISION COMPUTING. VOL. 26. ISSUE 4. P. 466-479 23 92% 4
10 MECCA, R , TANKUS, A , WETZLER, A , BRUCKSTEIN, AM , (2014) A DIRECT DIFFERENTIAL APPROACH TO PHOTOMETRIC STEREO WITH PERSPECTIVE VIEWING.SIAM JOURNAL ON IMAGING SCIENCES. VOL. 7. ISSUE 2. P. 579 -612 19 86% 5

Classes with closest relation at Level 1


Rank Class id link
1 8799 SHAPE FROM TEXTURE//MOTION PARALLAX//PERCEPTION
2 8200 COLOR CONSTANCY//COLOR RESEARCH AND APPLICATION//ILLUMINANT ESTIMATION
3 5289 GLOBAL ILLUMINATION//ACM TRANSACTIONS ON GRAPHICS//COMPUTER GRAPHICS FORUM
4 16722 SHAPE FROM SILHOUETTE//VISUAL HULL//ASPECT GRAPHS
5 2651 FRINGE PROJECTION//STRUCTURED LIGHT//3D SHAPE MEASUREMENT
6 8663 RANGE IMAGE//3D OBJECT RECOGNITION//3D REGISTRATION
7 15273 COLORIZATION//COLOR TRANSFER//EDIT PROPAGATION
8 21244 SOLID RECONSTRUCTION//ORTHOGRAPHIC VIEWS//LINE DRAWING LABELLING
9 7796 STEREO MATCHING//STEREO VISION//DISPARITY MAP
10 5682 MUELLER MATRIX//SHENZHEN MINIMAL INVAS MED TECHNOL//POLARIMETRIC IMAGING

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