A retrospective study on handwritten mathematical symbols and expressions: Classification and recognition
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[1] Masakazu Suzuki,et al. Detecting Mathematical Expressions in Scientific Document Images Using a U-Net Trained on a Diverse Dataset , 2019, IEEE Access.
[2] Pearl Brereton,et al. Systematic literature reviews in software engineering - A systematic literature review , 2009, Inf. Softw. Technol..
[3] Bipin Indurkhya,et al. Augmented incremental recognition of online handwritten mathematical expressions , 2018, International Journal on Document Analysis and Recognition (IJDAR).
[4] Stéphane Lavirotte,et al. Mathematical formula recognition using graph grammar , 1998, Electronic Imaging.
[5] Weiqiang Wang,et al. Recognizing online handwritten Chinese characters using RNNs with new computing architectures , 2019, Pattern Recognit..
[6] George Labahn,et al. A new approach for recognizing handwritten mathematics using relational grammars and fuzzy sets , 2013, International Journal on Document Analysis and Recognition (IJDAR).
[7] Jin Hyung Kim,et al. Efficient search strategy in structural analysis for handwritten mathematical expression recognition , 2009, Pattern Recognit..
[8] Xue-Dong Tian,et al. Research on Symbol Recognition for Mathematical Expressions , 2006, First International Conference on Innovative Computing, Information and Control - Volume I (ICICIC'06).
[9] Pallavi Ratra,et al. RECOGNIZING HANDWRITTEN MATHEMATICAL EXPRESSIONS , 2019 .
[10] Hsi-Jian Lee,et al. Understanding mathematical expressions using procedure-oriented transformation , 1994, Pattern Recognit..
[11] Belaid Bouikhalene,et al. Handwritten Mathematical Expressions Recognition , 2016 .
[12] Wasim Ahmad,et al. A new forecasting model with wrapper-based feature selection approach using multi-objective optimization technique for chaotic crude oil time series , 2020 .
[13] Richard Zanibbi,et al. Layout-based substitution tree indexing and retrieval for mathematical expressions , 2012, Electronic Imaging.
[14] Abdullah Abrizah,et al. Early career researchers and their publishing and authorship practices , 2017, Learn. Publ..
[15] Pengfei Liu,et al. A TWO-STAGE FRAMEWORK FOR MATHEMATICAL EXPRESSION RECOGNITION , 2019 .
[16] Horst Bunke. Attributed Programmed Graph Grammars and Their Application to Schematic Diagram Interpretation , 1982, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[17] Jun Du,et al. Track, Attend, and Parse (TAP): An End-to-End Framework for Online Handwritten Mathematical Expression Recognition , 2019, IEEE Transactions on Multimedia.
[18] Jueping Cai,et al. Hybrid CNN-GRU model for high efficient handwritten digit recognition , 2019, AIPR '19.
[19] James O. Ramsay,et al. Functional Components of Variation in Handwriting , 2000 .
[20] Siu Cheung Hui,et al. Progressive structural analysis for dynamic recognition of on-line handwritten mathematical expressions , 2008, Pattern Recognit. Lett..
[21] Hung Tuan Nguyen,et al. CNN based spatial classification features for clustering offline handwritten mathematical expressions , 2020, Pattern Recognit. Lett..
[22] Masakazu Suzuki,et al. Mathematical symbol recognition with support vector machines , 2007, Pattern Recognit. Lett..
[23] Shiliang Zhang,et al. Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition , 2017, Pattern Recognit..
[24] Masaki Nakagawa,et al. A system for recognizing online handwritten mathematical expressions by using improved structural analysis , 2016, International Journal on Document Analysis and Recognition (IJDAR).
[25] Utpal Garain,et al. EMERS: a tree matching–based performance evaluation of mathematical expression recognition systems , 2010, International Journal on Document Analysis and Recognition (IJDAR).
[26] Dit-Yan Yeung,et al. An efficient syntactic approach to structural analysis of on-line handwritten mathematical expressions , 2000, Pattern Recognit..
[27] Harold Mouchère,et al. A global learning approach for an online handwritten mathematical expression recognition system , 2014, Pattern Recognit. Lett..
[28] Sanjay S. Gharde,et al. Identification of Handwritten Simple Mathematical Equation Based on SVM and Projection Histogram , 2013 .
[29] Masayuki Okamoto,et al. An Experimental Implementation of a Document Recognition System for Papers Containing Mathematical Expressions , 1992 .
[30] Lei Hu,et al. Rotation-robust math symbol recognition and retrieval using outer contours and image subsampling , 2013, Electronic Imaging.
[31] Harold Mouchère,et al. A tree-BLSTM-based recognition system for online handwritten mathematical expressions , 2018, Neural Computing and Applications.
[32] Joan-Andreu Sánchez,et al. Recognition of on-line handwritten mathematical expressions using 2D stochastic context-free grammars and hidden Markov models , 2014, Pattern Recognit. Lett..
[33] Joseph J. LaViola,et al. A Practical Approach for Writer-Dependent Symbol Recognition Using a Writer-Independent Symbol Recognizer , 2007, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[34] George Labahn,et al. A Bayesian model for recognizing handwritten mathematical expressions , 2015, Pattern Recognit..
[35] Richard Zanibbi,et al. Keyword and image-based retrieval of mathematical expressions , 2011, Electronic Imaging.
[36] Fei Yin,et al. Handwritten Mathematical Expression Recognition via Paired Adversarial Learning , 2020, International Journal of Computer Vision.
[37] Yun Chen,et al. Structural Analysis and Semantic Understanding for Offline Mathematical Expressions , 2001, Int. J. Pattern Recognit. Artif. Intell..
[38] Stipe Celar,et al. International Symposium on Intelligent Manufacturing and Automation , DAAAM 2014 Classification of Test Documents Based on Handwritten Student ID ’ s Characteristics , 2015 .
[39] Bipin Indurkhya,et al. Pattern Generation Strategies for Improving Recognition of Handwritten Mathematical Expressions , 2019, Pattern Recognit. Lett..
[40] Bipin Indurkhya,et al. Stroke order normalization for improving recognition of online handwritten mathematical expressions , 2019, International Journal on Document Analysis and Recognition (IJDAR).
[41] Amit Choudhary,et al. Offline Handwritten Mathematical Expression Evaluator Using Convolutional Neural Network , 2021 .
[42] Yannis A. Dimitriadis,et al. Towards an art based mathematical editor, that uses on-line handwritten symbol recognition , 1995, Pattern Recognit..
[43] Dorothea Blostein,et al. A graph grammar programming style for recognition of music notation , 1993, Machine Vision and Applications.
[44] Mohamed Ben Ahmed,et al. Automatic extraction of printed mathematical formulas using fuzzy logic and propagation of context , 2001, International Journal on Document Analysis and Recognition.
[45] Richard Zanibbi,et al. Recognition and retrieval of mathematical expressions , 2011, International Journal on Document Analysis and Recognition (IJDAR).
[46] Chungkwong Chan,et al. Stroke Extraction for Offline Handwritten Mathematical Expression Recognition , 2019, IEEE Access.
[47] Arit Thammano,et al. A Neural Network Model for Online Handwritten Mathematical Symbol Recognition , 2006, ICIC.
[48] Hongyu Wang,et al. Recognizing Handwritten Mathematical Expressions as LaTex Sequences Using a Multiscale Robust Neural Network , 2020, ArXiv.
[49] Siu Cheung Hui,et al. Towards a web-based progressive handwriting recognition environment for mathematical problem solving , 2010, Expert Syst. Appl..
[50] Sebastian Vogt,et al. Review of distance education research (2000 to 2008): Analysis of research areas, methods, and authorship patterns , 2009 .
[51] P. A. Chou,et al. Recognition of Equations Using a Two-Dimensional Stochastic Context-Free Grammar , 1989, Other Conferences.
[52] Sanjay S. Gharde,et al. A NEW APPROACH FOR RECOGNIZING OFFLINE HANDWRITTEN MATHEMATICAL SYMBOLS USING CHARACTER GEOMETRY , 2013 .
[53] Richard Zanibbi,et al. Recognizing Mathematical Expressions Using Tree Transformation , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[54] Fotini Simistira,et al. Recognition of online handwritten mathematical formulas using probabilistic SVMs and stochastic context free grammars , 2015, Pattern Recognit. Lett..
[55] Sreekanth Madisetty,et al. A neural approach for detecting inline mathematical expressions from scientific documents , 2020 .
[56] Ram Sarkar,et al. Text-line extraction from handwritten document images using GAN , 2020, Expert Syst. Appl..
[57] Tingting Liu,et al. EDSL: An Encoder-Decoder Architecture with Symbol-Level Features for Printed Mathematical Expression Recognition , 2020, ArXiv.
[58] Pearl Brereton,et al. Lessons from applying the systematic literature review process within the software engineering domain , 2007, J. Syst. Softw..
[59] Zhi Tang,et al. Identification of embedded mathematical formulas in PDF documents using SVM , 2012, Electronic Imaging.
[60] Mike Thelwall,et al. The most highly cited Library and Information Science articles: Interdisciplinarity, first authors and citation patterns , 2007, Scientometrics.
[61] Yong Hu,et al. Systematic literature review of machine learning based software development effort estimation models , 2012, Inf. Softw. Technol..
[62] Ching Y. Suen,et al. Offline handwritten mathematical symbol recognition utilising deep learning , 2019, ArXiv.
[63] Sanjay S.Gharde,et al. Evaluation of Classification and Feature Extraction Techniques for Simple Mathematical Equations , 2012 .
[64] Nina Sumiko Tomita Hirata,et al. Automatic Labeling of Handwritten Mathematical Symbols via Expression Matching , 2011, GbRPR.
[65] Masakazu Suzuki,et al. Identifying Subscripts and Superscripts in Mathematical Documents , 2008, Math. Comput. Sci..
[66] Shi-Kuo Chang,et al. A method for the structural analysis of two-dimensional mathematical expressions , 1970, Inf. Sci..
[67] Enrico Zio,et al. A new hybrid model for wind speed forecasting combining long short-term memory neural network, decomposition methods and grey wolf optimizer , 2021, Appl. Soft Comput..
[68] Sargur N. Srihari,et al. On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[69] Frank K. Soong,et al. A Tree.Trellis Based Fast Search for Finding the N Best Sentence Hypotheses in Continuous Speech Recognition , 1990, HLT.
[70] Yoshua Bengio,et al. Drawing and Recognizing Chinese Characters with Recurrent Neural Network , 2016, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[71] Wei Liang,et al. Robust encoder-decoder learning framework for offline handwritten mathematical expression recognition based on a multi-scale deep neural network , 2020, Science China Information Sciences.
[72] Jun Du,et al. Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition , 2018, Pattern Recognit..
[73] Dingbang Fang,et al. Multi-Feature Learning by Joint Training for Handwritten Formula Symbol Recognition , 2020, IEEE Access.
[74] Rabab Kreidieh Ward,et al. Solving mathematical problems using knowledge-based systems , 2004, Math. Comput. Simul..
[75] Masaki Nakagawa,et al. Recognition of Online Handwritten Math Symbols Using Deep Neural Networks , 2016, IEICE Trans. Inf. Syst..
[76] Harold Mouchère,et al. A hybrid classifier for handwritten mathematical expression recognition , 2010, Electronic Imaging.
[77] Ihor Rishnyak,et al. Application of Methods of Machine Learning for the Recognition of Mathematical Expressions , 2019, COLINS.
[78] Dit-Yan Yeung,et al. Mathematical expression recognition: a survey , 2000, International Journal on Document Analysis and Recognition.
[79] ÁlvaroFrancisco,et al. An integrated grammar-based approach for mathematical expression recognition , 2016 .
[80] Ronald Clark,et al. System for the recognition of online handwritten mathematical expressions , 2013, Eurocon 2013.
[81] T. V. Raman,et al. AsTeR: Audio System for Technical Readings , 1994 .
[82] Bidyut Baran Chaudhuri,et al. A corpus for OCR research on mathematical expressions , 2004, International Journal of Document Analysis and Recognition (IJDAR).
[83] Harold Mouchère,et al. Evaluating structural pattern recognition for handwritten math via primitive label graphs , 2013, Electronic Imaging.
[84] Lanfang Dong,et al. Recognition of Offline Handwritten Mathematical Symbols Using Convolutional Neural Networks , 2017, ICIG.
[85] John A. Fitzgerald,et al. Structural analysis of handwritten mathematical expressions through fuzzy parsing , 2006, ACST.
[86] Onisimo Mutanga,et al. Google Earth Engine Applications Since Inception: Usage, Trends, and Potential , 2018, Remote. Sens..