Usage of fuzzy rule and SOM based model to identify a handwritten chemical symbol or structures

作者: Shrikant Mapari , Navendu Chaudhary , Sachin Naik , Pravin Metkewar , None

DOI: 10.1109/ICECCT.2017.8117842

关键词:

摘要: The basic components of chemical expressions and its corresponding reactions are symbols structures. To recognize a handwritten or printed expression, proper identification the structures important. This paper has reviewed existing algorithms models used for identifying organic objective this is to find out which in format proposed model based on fuzzy image segmentation technique.

参考文章(21)
S. Tabbone, L. Wendling, Technical symbols recognition using the two-dimensional Radon transform international conference on pattern recognition. ,vol. 3, pp. 30200- 30200 ,(2002) , 10.1109/ICPR.2002.1047829
Weiping Zhu, Wei Liu, Zhuqing Huang, Average Fuzzy Direction Based Handwritten Chinese Characters Recognition Approach workshop on knowledge discovery and data mining. pp. 42- 47 ,(2008) , 10.1109/WKDD.2008.52
David Weininger, SMILES, a chemical language and information system. 1. introduction to methodology and encoding rules Journal of Chemical Information and Computer Sciences. ,vol. 28, pp. 31- 36 ,(1988) , 10.1021/CI00057A005
Noureddin M. Sadawi, Alan P. Sexton, Volker Sorge, Chemical structure recognition: a rule-based approach Document Recognition and Retrieval XIX. ,vol. 8297, ,(2012) , 10.1117/12.912185
Yang Zhang, Guangshun Shi, Kai Wang, A SVM-HMM Based Online Classifier for Handwritten Chemical Symbols international conference on pattern recognition. pp. 1888- 1891 ,(2010) , 10.1109/ICPR.2010.465
Ronald R. Yager, On a general class of fuzzy connectives Fuzzy Sets and Systems. ,vol. 4, pp. 235- 242 ,(1980) , 10.1016/0165-0114(80)90013-5
Lin Zhao, Hu Yan, Guangshun Shi, Jufeng Yang, Segmentation of Connected Symbols in Online Handwritten Chemical Formulas international conference on system science, engineering design and manufacturing informatization. ,vol. 1, pp. 278- 281 ,(2010) , 10.1109/ICSEM.2010.82
F. Geiselbrechtinger, T. Kechadi, Mathpad: A Fuzzy Logic-Based Recognition System for Handwritten Mathematics international conference on document analysis and recognition. ,vol. 2, pp. 694- 698 ,(2007) , 10.1109/ICDAR.2007.4377004
Lotfi A. Zadeh, Outline of a New Approach to the Analysis of Complex Systems and Decision Processes IEEE Transactions on Systems, Man, and Cybernetics. ,vol. SMC-3, pp. 28- 44 ,(1973) , 10.1109/TSMC.1973.5408575
Alex Cronin, John Fitzgerald, Tahar Kechadi, A Hybrid Recogniser for Handwritten Symbols Based on Fuzzy Logic and Self-Organizing Maps international conference on tools with artificial intelligence. pp. 693- 700 ,(2006) , 10.1109/ICTAI.2006.13