Class information for: |
Basic class information |
Class id | #P | Avg. number of references |
Database coverage of references |
---|---|---|---|
7791 | 1327 | 21.3 | 45% |
Hierarchy of classes |
The table includes all classes above and classes immediately below the current class. |
Cluster id | Level | Cluster label | #P |
---|---|---|---|
12 | 4 | POLYMER SCIENCE//MATERIALS SCIENCE, PAPER & WOOD//CHEMISTRY, PHYSICAL | 1084170 |
536 | 3 | MATERIALS SCIENCE, TEXTILES//TEXTILE RESEARCH JOURNAL//JOURNAL OF THE TEXTILE INSTITUTE | 19268 |
1053 | 2 | MATERIALS SCIENCE, TEXTILES//TEXTILE RESEARCH JOURNAL//JOURNAL OF THE TEXTILE INSTITUTE | 10066 |
7791 | 1 | DEFECT DETECTION//SURFACE INSPECTION//FABRIC DEFECTS | 1327 |
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 | DEFECT DETECTION | authKW | 1155752 | 11% | 34% | 148 |
2 | SURFACE INSPECTION | authKW | 379472 | 3% | 45% | 37 |
3 | FABRIC DEFECTS | authKW | 323565 | 1% | 94% | 15 |
4 | FABRIC DEFECT DETECTION | authKW | 304530 | 1% | 88% | 15 |
5 | AUTOMATED VISUAL INSPECTION | authKW | 272511 | 2% | 41% | 29 |
6 | AUTOMATIC OPTICAL INSPECTION | authKW | 242074 | 2% | 48% | 22 |
7 | YARN DYED FABRIC | authKW | 230092 | 1% | 100% | 10 |
8 | SOLDER JOINT INSPECTION | authKW | 186372 | 1% | 90% | 9 |
9 | TEXTILE INSPECTION | authKW | 184073 | 1% | 100% | 8 |
10 | MACHINE VISION | authKW | 174259 | 8% | 8% | 100 |
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 | Materials Science, Textiles | 43491 | 19% | 1% | 255 |
2 | Engineering, Manufacturing | 8050 | 14% | 0% | 181 |
3 | Computer Science, Artificial Intelligence | 7510 | 20% | 0% | 265 |
4 | Automation & Control Systems | 3307 | 11% | 0% | 141 |
5 | Engineering, Electrical & Electronic | 2215 | 25% | 0% | 338 |
6 | Computer Science, Cybernetics | 1742 | 3% | 0% | 46 |
7 | Optics | 1667 | 16% | 0% | 210 |
8 | Engineering, Industrial | 1449 | 6% | 0% | 79 |
9 | Engineering, General | 595 | 6% | 0% | 74 |
10 | Computer Science, Software Engineering | 524 | 5% | 0% | 67 |
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 | INTELLIGENCE CONTROL SIMULAT | 93177 | 1% | 45% | 9 |
2 | CNRS FRE2309 | 46018 | 0% | 100% | 2 |
3 | CREAT IT EXCELLENCE ENGN CITE | 46018 | 0% | 100% | 2 |
4 | ENGN WARP KNITTING | 46018 | 0% | 100% | 2 |
5 | GLOBAL TECHNOL GRP | 46018 | 0% | 100% | 2 |
6 | OPTOMECHATRON TECHNOL | 44242 | 0% | 38% | 5 |
7 | GUANGDONG PROV ELECT COMMERCE MARKET PL | 30678 | 0% | 67% | 2 |
8 | IND ENGN MANAGEMENT | 28322 | 6% | 1% | 86 |
9 | ADV COMP COMP SCI | 23009 | 0% | 100% | 1 |
10 | ARTIFICIAL INTELLIGENT CONTROL | 23009 | 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 | TEXTILE RESEARCH JOURNAL | 61845 | 9% | 2% | 116 |
2 | MACHINE VISION AND APPLICATIONS | 36818 | 3% | 4% | 42 |
3 | JOURNAL OF THE TEXTILE INSTITUTE | 32562 | 4% | 2% | 57 |
4 | PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS | 11951 | 4% | 1% | 53 |
5 | MODERN MACHINE SHOP | 11504 | 0% | 50% | 1 |
6 | TEXTILE WORLD | 10223 | 0% | 22% | 2 |
7 | INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY | 9823 | 5% | 1% | 69 |
8 | REAL-TIME IMAGING | 8858 | 1% | 4% | 9 |
9 | AUSTRALIAN JOURNAL OF INSTRUMENTATION & CONTROL | 7668 | 0% | 33% | 1 |
10 | IMAGE AND VISION COMPUTING | 7481 | 2% | 1% | 29 |
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 | DEFECT DETECTION | 1155752 | 11% | 34% | 148 | Search DEFECT+DETECTION | Search DEFECT+DETECTION |
2 | SURFACE INSPECTION | 379472 | 3% | 45% | 37 | Search SURFACE+INSPECTION | Search SURFACE+INSPECTION |
3 | FABRIC DEFECTS | 323565 | 1% | 94% | 15 | Search FABRIC+DEFECTS | Search FABRIC+DEFECTS |
4 | FABRIC DEFECT DETECTION | 304530 | 1% | 88% | 15 | Search FABRIC+DEFECT+DETECTION | Search FABRIC+DEFECT+DETECTION |
5 | AUTOMATED VISUAL INSPECTION | 272511 | 2% | 41% | 29 | Search AUTOMATED+VISUAL+INSPECTION | Search AUTOMATED+VISUAL+INSPECTION |
6 | AUTOMATIC OPTICAL INSPECTION | 242074 | 2% | 48% | 22 | Search AUTOMATIC+OPTICAL+INSPECTION | Search AUTOMATIC+OPTICAL+INSPECTION |
7 | YARN DYED FABRIC | 230092 | 1% | 100% | 10 | Search YARN+DYED+FABRIC | Search YARN+DYED+FABRIC |
8 | SOLDER JOINT INSPECTION | 186372 | 1% | 90% | 9 | Search SOLDER+JOINT+INSPECTION | Search SOLDER+JOINT+INSPECTION |
9 | TEXTILE INSPECTION | 184073 | 1% | 100% | 8 | Search TEXTILE+INSPECTION | Search TEXTILE+INSPECTION |
10 | MACHINE VISION | 174259 | 8% | 8% | 100 | Search MACHINE+VISION | Search MACHINE+VISION |
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 | KUMAR, A , (2008) COMPUTER-VISION-BASED FABRIC DEFECT DETECTION: A SURVEY.IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. VOL. 55. ISSUE 1. P. 348 -363 | 52 | 83% | 161 |
2 | NGAN, HYT , PANG, GKH , YUNG, NHC , (2011) AUTOMATED FABRIC DEFECT DETECTION-A REVIEW.IMAGE AND VISION COMPUTING. VOL. 29. ISSUE 7. P. 442 -458 | 46 | 75% | 69 |
3 | HUANG, SH , PAN, YC , (2015) AUTOMATED VISUAL INSPECTION IN THE SEMICONDUCTOR INDUSTRY: A SURVEY.COMPUTERS IN INDUSTRY. VOL. 66. ISSUE . P. 1 -10 | 35 | 80% | 12 |
4 | HANBAY, K , TALU, MF , OZGUVEN, OF , (2016) FABRIC DEFECT DETECTION SYSTEMS AND METHODS-A SYSTEMATIC LITERATURE REVIEW.OPTIK. VOL. 127. ISSUE 24. P. 11960 -11973 | 33 | 73% | 0 |
5 | WEN, X , SONG, KC , NIU, MH , DONG, ZP , YAN, YH , (2017) A THREE-DIMENSIONAL INSPECTION SYSTEM FOR HIGH TEMPERATURE STEEL PRODUCT SURFACE SAMPLE HEIGHT USING STEREO VISION AND BLUE ENCODED PATTERNS.OPTIK. VOL. 130. ISSUE . P. 131 -148 | 29 | 78% | 0 |
6 | NGAN, HYT , PANG, GKH , (2015) ROBUST DEFECT DETECTION IN PLAIN AND TWILL FABRIC USING DIRECTIONAL BOLLINGER BANDS.OPTICAL ENGINEERING. VOL. 54. ISSUE 7. P. - | 23 | 96% | 0 |
7 | WU, WY , HUNG, CW , YU, WB , (2013) THE DEVELOPMENT OF AUTOMATED SOLDER BUMP INSPECTION USING MACHINE VISION TECHNIQUES.INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. VOL. 69. ISSUE 1-4. P. 509-523 | 26 | 84% | 1 |
8 | HU, GH , WANG, QH , ZHANG, GH , (2015) UNSUPERVISED DEFECT DETECTION IN TEXTILES BASED ON FOURIER ANALYSIS AND WAVELET SHRINKAGE.APPLIED OPTICS. VOL. 54. ISSUE 10. P. 2963 -2980 | 20 | 95% | 4 |
9 | NEOGI, N , MOHANTA, DK , DUTTA, PK , (2014) REVIEW OF VISION-BASED STEEL SURFACE INSPECTION SYSTEMS.EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING. VOL. . ISSUE . P. 1 -19 | 19 | 95% | 13 |
10 | KUO, CFJ , JUANG, Y , (2016) A STUDY ON THE RECOGNITION AND CLASSIFICATION OF EMBROIDERED TEXTILE DEFECTS IN MANUFACTURING.TEXTILE RESEARCH JOURNAL. VOL. 86. ISSUE 4. P. 393 -408 | 19 | 100% | 0 |
Classes with closest relation at Level 1 |