Class information for:
Level 1: IMAGE MATCHING//SIFT//SCENE CLASSIFICATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
1477 2635 32.8 49%


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
1477 1                   IMAGE MATCHING//SIFT//SCENE CLASSIFICATION 2635

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 IMAGE MATCHING authKW 395108 5% 26% 131
2 SIFT authKW 311339 4% 28% 97
3 SCENE CLASSIFICATION authKW 229977 2% 44% 45
4 APPROXIMATE NEAREST NEIGHBOR SEARCH authKW 220694 1% 95% 20
5 LOCAL FEATURES authKW 219883 2% 31% 61
6 MOBILE VISUAL SEARCH authKW 208558 1% 100% 18
7 IMAGE RETRIEVAL authKW 204854 5% 14% 126
8 FEATURE MATCHING authKW 184364 2% 28% 56
9 IMAGE REGISTRATION authKW 162345 6% 8% 166
10 BAG OF VISUAL WORDS authKW 159032 1% 44% 31

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 88796 48% 1% 1259
2 Computer Science, Software Engineering 18063 19% 0% 511
3 Imaging Science & Photographic Technology 16042 11% 0% 294
4 Engineering, Electrical & Electronic 15634 45% 0% 1195
5 Computer Science, Information Systems 11428 17% 0% 460
6 Remote Sensing 8479 8% 0% 207
7 Computer Science, Theory & Methods 5516 13% 0% 345
8 Computer Science, Cybernetics 2307 3% 0% 75
9 Telecommunications 1163 6% 0% 162
10 Robotics 914 2% 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 INTELL INFO PROC 82755 0% 71% 10
2 SMILES 41188 0% 44% 8
3 CAS TECHNOL GEOSPATIAL INFORMAT PROC 32230 0% 35% 8
4 PATTERN RECOGNIT 25038 2% 4% 56
5 FUJIAN SENSING COMP SMART CITY 23909 0% 26% 8
6 INTELLIGENT COMP SIGNAL PROC MOE 23173 0% 100% 2
7 LVIC 23173 0% 100% 2
8 MECHATRON CONTROL 1 23173 0% 100% 2
9 MEDIA SIENCE 23173 0% 100% 2
10 MULTIMODAL INTERACT SYST 23173 0% 100% 2

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 74199 4% 6% 107
2 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 63608 6% 3% 159
3 IEEE TRANSACTIONS ON IMAGE PROCESSING 54574 6% 3% 161
4 IEEE TRANSACTIONS ON MULTIMEDIA 51397 4% 5% 94
5 COMPUTER VISION AND IMAGE UNDERSTANDING 41508 3% 4% 84
6 NEUROCOMPUTING 23555 5% 1% 140
7 IET COMPUTER VISION 21794 1% 7% 29
8 IMAGE AND VISION COMPUTING 19533 3% 3% 66
9 MULTIMEDIA TOOLS AND APPLICATIONS 18066 3% 2% 73
10 MACHINE VISION AND APPLICATIONS 16776 2% 4% 40

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 IMAGE MATCHING 395108 5% 26% 131 Search IMAGE+MATCHING Search IMAGE+MATCHING
2 SIFT 311339 4% 28% 97 Search SIFT Search SIFT
3 SCENE CLASSIFICATION 229977 2% 44% 45 Search SCENE+CLASSIFICATION Search SCENE+CLASSIFICATION
4 APPROXIMATE NEAREST NEIGHBOR SEARCH 220694 1% 95% 20 Search APPROXIMATE+NEAREST+NEIGHBOR+SEARCH Search APPROXIMATE+NEAREST+NEIGHBOR+SEARCH
5 LOCAL FEATURES 219883 2% 31% 61 Search LOCAL+FEATURES Search LOCAL+FEATURES
6 MOBILE VISUAL SEARCH 208558 1% 100% 18 Search MOBILE+VISUAL+SEARCH Search MOBILE+VISUAL+SEARCH
7 IMAGE RETRIEVAL 204854 5% 14% 126 Search IMAGE+RETRIEVAL Search IMAGE+RETRIEVAL
8 FEATURE MATCHING 184364 2% 28% 56 Search FEATURE+MATCHING Search FEATURE+MATCHING
9 IMAGE REGISTRATION 162345 6% 8% 166 Search IMAGE+REGISTRATION Search IMAGE+REGISTRATION
10 BAG OF VISUAL WORDS 159032 1% 44% 31 Search BAG+OF+VISUAL+WORDS Search BAG+OF+VISUAL+WORDS

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 KUO, YH , HSU, WH , (2017) DEHASHING: SERVER-SIDE CONTEXT-AWARE FEATURE RECONSTRUCTION FOR MOBILE VISUAL SEARCH.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. VOL. 27. ISSUE 1. P. 139 -148 20 83% 1
2 SEDAGHAT, A , MOKHTARZADE, M , EBADI, H , (2011) UNIFORM ROBUST SCALE-INVARIANT FEATURE MATCHING FOR OPTICAL REMOTE SENSING IMAGES.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 49. ISSUE 11. P. 4516 -4527 31 86% 43
3 MOREL, JM , YU, GS , (2009) ASIFT: A NEW FRAMEWORK FOR FULLY AFFINE INVARIANT IMAGE COMPARISON.SIAM JOURNAL ON IMAGING SCIENCES. VOL. 2. ISSUE 2. P. 438 -469 18 86% 414
4 SEDAGHAT, A , EBADI, H , (2015) REMOTE SENSING IMAGE MATCHING BASED ON ADAPTIVE BINNING SIFT DESCRIPTOR.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 53. ISSUE 10. P. 5283 -5293 27 77% 5
5 SEDAGHAT, A , EBADI, H , (2015) VERY HIGH RESOLUTION IMAGE MATCHING BASED ON LOCAL FEATURES AND K-MEANS CLUSTERING.PHOTOGRAMMETRIC RECORD. VOL. 30. ISSUE 150. P. 166 -186 30 75% 0
6 LIU, W , MA, HD , QI, H , ZHAO, D , CHEN, ZN , (2017) DEEP LEARNING HASHING FOR MOBILE VISUAL SEARCH.EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING. VOL. . ISSUE . P. - 22 92% 0
7 MA, JY , ZHOU, HB , ZHAO, J , GAO, Y , JIANG, JJ , TIAN, JW , (2015) ROBUST FEATURE MATCHING FOR REMOTE SENSING IMAGE REGISTRATION VIA LOCALLY LINEAR TRANSFORMING.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 53. ISSUE 12. P. 6469 -6481 27 59% 19
8 HAN, Y , CHOI, J , BYUN, Y , KIM, Y , (2014) PARAMETER OPTIMIZATION FOR THE EXTRACTION OF MATCHING POINTS BETWEEN HIGH-RESOLUTION MULTISENSOR IMAGES IN URBAN AREAS.IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING. VOL. 52. ISSUE 9. P. 5612 -5621 22 85% 4
9 SEDAGHAT, A , EBADI, H , (2015) ACCURATE AFFINE INVARIANT IMAGE MATCHING USING ORIENTED LEAST SQUARE.PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING. VOL. 81. ISSUE 9. P. 733 -743 28 65% 1
10 BAY, H , ESS, A , TUYTELAARS, T , VAN GOOL, L , (2008) SPEEDED-UP ROBUST FEATURES (SURF).COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 110. ISSUE 3. P. 346 -359 8 62% 3447

Classes with closest relation at Level 1


Rank Class id link
1 34630 NUMBER OF FALSE ALARMS//HELMHOLTZ PRINCIPLE//MEANINGFUL MATCHES
2 26572 PHASE CORRELATION//PHASE ONLY CORRELATION//DISCREPANCY NORM
3 36497 VIDEO SYNCHRONIZATION//VIDEO ALIGNMENT//SPATIOTEMPORAL ALIGNMENT
4 34430 SEAMLINE NETWORK//MICROSCOPICA ACTA//SEAMLESS MOSAIC
5 28667 HANGZHOU SERV ENGN//INTELLIGENT TRANSPORTAT INFORMAT SECUR//SIMRANK
6 37466 AD TAT BIOL FOR GRP//GERANIO ALLIETUM//MULTIVARIATE INFORMATION BOTTLENECK
7 1186 CONTENT BASED IMAGE RETRIEVAL//IMAGE RETRIEVAL//RELEVANCE FEEDBACK
8 28562 VIDEO STABILIZATION//DIGITAL IMAGE STABILIZATION//DIGITAL VIDEO STABILIZATION
9 19543 SCALE SPACE//STEERABLE FILTERS//MONOGENIC SIGNAL
10 29348 PERSON RE IDENTIFICATION//PEOPLE RE IDENTIFICATION//METRIC LEARNING

Go to start page