Intelligent Extraction of Multi-style and Multi-template Title Block Information Based on Fuzzy Matching

References

• Amran, M., R. Sulaiman, R. Ahmad, N. Yusop, and H. Mohamed. 2018. Entities filtering technique for information extraction in engineering drawing files. Journal of Fundamental & Applied Sciences 9 (3S):199–27. doi:10.4314/jfas.v9i3s.17.
   Google Scholar
• Amran, M. F. M., R. Sulaiman, S. Kahar, S. Marjudi, K. A. Abdullah, and Z. Adnan. 2011. A comparative study on extraction method of non-geometry information in engineering drawing. 2011 IEEE Symposium on Business, Engineering and Industrial Applications (ISBEIA), Langkawi, Malaysia, Sept 25–28, 2011. doi:10.1109/ISBEIA.2011.6088887.
   Google Scholar
• Amran, M. F. M., R. Sulaiman, S. Marjudi, and S. Kahar. 2012. A study on extraction method of non geometry information in engineering drawing title block. Advanced Materials Research 383-390:995–99. doi:10.4028/www.scientific.net/AMR.383-390.995.
   Google Scholar
• Bhasuran, B., G. Murugesan, S. Abdulkadhar, and J. Natarajan. 2016. Stacked ensemble combined with fuzzy matching for biomedical named entity recognition of diseases. Journal of Biomedical Informatics 64:1–9. doi:10.1016/j.jbi.2016.09.009.
   PubMed Web of Science ®Google Scholar
• Bryan, J. A. 2020. Automatic grading software for 2D CAD files. Computer Applications in Engineering Education 28 (1):51–61. doi:10.1002/cae.22174.
   Web of Science ®Google Scholar
• Chen, C., C. Wen, C. E. Wang, and Y. Chen. 2014. A visual guided robot using CAD models and fuzzy controller for industrial manipulation. 2014 CACS International Automatic Control Conference (CACS 2014), Kaohsiung, Taiwan, Nov 26–28, 2014. doi:10.1109/CACS.2014.7097167.
   Google Scholar
• Çıçek, A., and M. Gülesın. 2004. Reconstruction of 3D models from 2D orthographic views using solid extrusion and revolution. Journal of Materials Processing Technology 152 (3):291–98. doi:10.1016/j.jmatprotec.2004.04.368.
   Web of Science ®Google Scholar
• D’Aniello, G., M. Gaeta, M. Lepore, and M. Perone. 2021. Knowledge-driven fuzzy consensus model for team formation. Expert Systems with Applications 184:115522. doi:10.1016/j.eswa.2021.115522.
   Web of Science ®Google Scholar
• Deepika, M. P., and R. H. Haran. 2013. Annotation effective cad using content and information extraction. International Journal of Science and Research 4 (3):1993–97.
   Google Scholar
• Fan, Z., R. Chiong, Z. Hu, and Y. Lin. 2020. A multi-layer fuzzy model based on fuzzy-rule clustering for prediction tasks. Neurocomputing 410:114–24. doi:10.1016/j.neucom.2020.04.031.
   Web of Science ®Google Scholar
• Guo, B., J. Hu, F. Wu, and Q. Peng. 2020. Automatic layout of 2D free-form shapes based on geometric similarity feature searching and fuzzy matching. Journal of Manufacturing Systems 56:37–49. doi:10.1016/j.jmsy.2020.04.019.
   Web of Science ®Google Scholar
• Haralick, R. M., and D. Queeney. 1982. Understanding engineering drawings. Computer Graphics and Image Processing 19 (1):90. doi:10.1016/0146-664X(82)90146-0.
   Google Scholar
• Jabal, M. F. A., M. S. M. Rahim, N. Z. S. Othman, and Z. Jupri. 2009. A comparative study on extraction and recognition method of CAD data from CAD drawings. International Conference on Information Management and Engineering, Kuala Lumpur, Malaysia, April 3–5, 2009. doi:10.1109/ICIME.2009.56.
   Google Scholar
• Jiang, Z., X. Feng, F. Xianzhang, and L. Yuanpeng. 2010. An information extraction of title panel in engineering drawings and automatic generation system of three statistical tables. 2010 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE), Chengdu, China, Aug 20–22, 2010. doi:10.1109/ICACTE.2010.5579014.
   Google Scholar
• Kwon, Y.-J. 2006. A component-based system implementation for calculating BOM by CAD drawing. Journal of the Korea Society Industrial Information System 11 (4):93–104.
   Google Scholar
• Lee, J. H., S. Hyun Kim, and K. Lee. 2012. Integration of evolutional BOMs for design of ship outfitting equipment. Computer-Aided Design 44 (3):253–73. doi:10.1016/j.cad.2011.07.009.
   Web of Science ®Google Scholar
• Liang, X. X., and C. Gang Wei. 2012. A information management methods design of mechanical CAD drawings. Applied Mechanics & Materials 214:548–52. doi:10.4028/www.scientific.net/AMM.214.548.
   Google Scholar
• Li, G., X. Long, and M. Zhou. 2019. A new design method based on feature reusing of the non-standard cam structure for automotive panels stamping dies. Journal of Intelligent Manufacturing 30 (5):2085–100. doi:10.1007/s10845-017-1368-5.
   Web of Science ®Google Scholar
• Li, G., L. Yan, and Z. Ma. 2019. An approach for approximate subgraph matching in fuzzy RDF graph. Fuzzy Sets and Systems 376:106–26. doi:10.1016/j.fss.2019.02.021.
   Web of Science ®Google Scholar
• Li, L., Z. Yun Wu, L. Hui Wu, and N. Bo Liu. 2013. Research on information processing technology of title bar for AutoCAD/ERP integration. Applied Mechanics & Materials 423-426:2716–19. doi:10.4028/www.scientific.net/AMM.423-426.2716.
   Google Scholar
• Matías, J. C. H., H. P. García, J. P. García, and A. Vizán Idoipe. 2008. Automatic generation of a bill of materials based on attribute patterns with variant specifications in a customer-oriented environment. Journal of Materials Processing Technology 199 (1–3):431–36. doi:10.1016/j.jmatprotec.2007.08.038.
   Web of Science ®Google Scholar
• Najman, L., O. Gibot, and S. Berche. 2001. Indexing technical drawings using title block structure recognition. Proceedings of Sixth International Conference on Document Analysis and Recognition, Seattle, WA, USA, Sept 13–13, 2001. doi:10.1109/ICDAR.2001.953857.
   Google Scholar
• Ondrejcek, M., J. Kastner, R. Kooper, and P. Bajcsy. 2009. Information extraction from scanned engineering drawings. Urbana, Illinois, US: National Center for Supercomputing Applications, Accessed Dec. 31, 2009.
   Google Scholar
• Pikies, M., and J. Ali. 2021. Analysis and safety engineering of fuzzy string matching algorithms. ISA Transactions 113:1–8. doi:10.1016/j.isatra.2020.10.014.
   PubMed Web of Science ®Google Scholar
• Rica, E., C. Francisco Moreno-García, S. Álvarez, and F. Serratosa. 2020. Reducing human effort in engineering drawing validation. Computers in Industry 117:103198. doi:10.1016/j.compind.2020.103198.
   Web of Science ®Google Scholar
• Sehgal, N., and A. Crampton. 2019. Information extraction for additive manufacturing using news data. Advanced Information Systems Engineering Workshops, Cham.
   Google Scholar
• Serrano-Guerrero, J., F. P. Romero, and J. A. Olivas. 2021. Fuzzy logic applied to opinion mining: A review. Knowledge-Based Systems 222:107018. doi:10.1016/j.knosys.2021.107018.
   Web of Science ®Google Scholar
• Shih, H. M. 2014. Migrating product structure bill of materials Excel files to STEP PDM implementation. International Journal of Information Management 34 (4):489–516. doi:10.1016/j.ijinfomgt.2014.01.004.
   Web of Science ®Google Scholar
• Sulaiman, R., F. Mohd, and A. Nur. 2012. A study on information extraction method of engineering drawing tables. International Journal of Computer Applications 50 (16):43–47.
   Google Scholar
• Sutisna, N. A., and N. W. Setyanto. 2021. Automating CAD for creating assembly structure from bill of materials. IOP Conference Series: Materials Science & Engineering 1034 (1):012092. doi:10.1088/1757-899X/1034/1/012092.
   Google Scholar
• Su, Z. Y., L. Zhou, Y. B. Mao, Y. W. Dai, and W. Q. Tang. 2017. A unified framework for authenticating topology integrity of 2D heterogeneous engineering CAD drawings. Multimedia Tools & Applications 76 (20):20663–89. doi:10.1007/s11042-016-3994-x.
   Web of Science ®Google Scholar
• Tao, J., and Y. Yin. 2013. Intelligent design system of mechanical products based on data mining and knowledge based engineering. Journal of Theoretical & Applied Information Technology 46 (1):237–44.
   Google Scholar
• Yang, Z. H., and Z. Ping Hai. 2014. Research on transmission approach between title bar information of engineering drawing and PDM. Advanced Materials Research 940:124–27. doi:10.4028/www.scientific.net/AMR.940.124.
   Google Scholar
• Zheng, X., Q. Miao, Z. Shi, Y. Fan, and W. Shui. 2016. A new artistic information extraction method with multi channels and guided filters for calligraphy works. Multimedia Tools & Applications 75 (14):8719–44. doi:10.1007/s11042-015-2788-x.
   Web of Science ®Google Scholar