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JOURNAL = PR,
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JOURNAL = PR,
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AUTHOR = "Guo, H.Y. and Wang, C. and Yin, F. and Li, X.H. and Liu, C.L.",
TITLE = "Vision-language pre-training for graph-based handwritten mathematical
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JOURNAL = PR,
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TITLE = "A tree-based model with branch parallel decoding for handwritten
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JOURNAL = PR,
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YEAR = "2024",
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AUTHOR = "Truong, T.N. and Nguyen, C.T. and Zanibbi, R. and Mouchere, H. and Nakagawa, M.",
TITLE = "A survey on handwritten mathematical expression recognition: The rise
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JOURNAL = PR,
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YEAR = "2024",
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AUTHOR = "Lin, Z. and Li, J.R. and Dai, G. and Chen, T.S. and Huang, S.P. and Lin, J.M.",
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mathematical expression recognition",
JOURNAL = PRL,
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YEAR = "2024",
PAGES = "14-20",
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AUTHOR = "Dadure, P. and Pakray, P. and Bandyopadhyay, S.",
TITLE = "Mathematical Information Retrieval: A Review",
JOURNAL = Surveys,
VOLUME = "57",
YEAR = "2024",
NUMBER = "3",
MONTH = "November",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339385"}
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AUTHOR = "Guan, T. and Lin, C. and Shen, W. and Yang, X.K.",
TITLE = "Posformer: Recognizing Complex Handwritten Mathematical Expression with
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BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "XXII: 130-147",
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AUTHOR = "Liu, C.Y. and Pan, J. and Hu, J. and Yin, B.C. and Yin, B. and Chen, M.J. and Liu, C. and Du, J. and Liu, Q.F.",
TITLE = "Namer: Non-autoregressive Modeling for Handwritten Mathematical
Expression Recognition",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LVII: 273-291",
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@inproceedings{bb345109,
AUTHOR = "Chen, Y. and Gao, F. and Zhang, Y. and Qiao, M. and Wang, N.N.",
TITLE = "Generating Handwritten Mathematical Expressions From Symbol Graphs:
An End-to-End Pipeline",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "15675-15685",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339388"}
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AUTHOR = "Anitei, D. and Sanchez, J.A. and Benedi, J.M.",
TITLE = "PY4MER: A CTC-based Mathematical Expression Recognition System",
BOOKTITLE = IbPRIA23,
YEAR = "2023",
PAGES = "426-441",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339389"}
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AUTHOR = "Lin, Q.Q. and Huang, X.N. and Bi, N. and Suen, C.Y. and Tan, J.",
TITLE = "Cclsl: Combination of Contrastive Learning and Supervised Learning for
Handwritten Mathematical Expression Recognition",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "II:577-592",
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AUTHOR = "Fu, Y.N. and Zheng, S. and Cai, W.Y. and Gao, M. and Jin, C.Q. and Zhou, A.",
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BOOKTITLE = MMMod23,
YEAR = "2023",
PAGES = "II: 337-349",
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@inproceedings{bb345113,
AUTHOR = "Zhao, W.Q. and Gao, L.",
TITLE = "CoMER: Modeling Coverage for Transformer-Based Handwritten Mathematical
Expression Recognition",
BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XXVIII:392-408",
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AUTHOR = "Yuan, Y. and Liu, X. and Dikubab, W. and Liu, H. and Ji, Z.L. and Wu, Z.Q. and Bai, X.",
TITLE = "Syntax-Aware Network for Handwritten Mathematical Expression
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BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "4543-4552",
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AUTHOR = "Pang, N. and Yang, C. and Zhu, X.O. and Li, J. and Yin, X.C.",
TITLE = "Global Context-Based Network with Transformer for Image2latex",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4650-4656",
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@inproceedings{bb345116,
AUTHOR = "Cotogni, M. and Cusano, C. and Nocera, A.",
TITLE = "Recursive Recognition of Offline Handwritten Mathematical Expressions",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "3138-3145",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339395"}
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AUTHOR = "Yan, Z.Y. and Zhang, X. and Gao, L.C. and Yuan, K. and Tang, Z.",
TITLE = "ConvMath: A Convolutional Sequence Network for Mathematical
Expression Recognition",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "4566-4572",
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AUTHOR = "Noya, E. and Sanchez, J.A. and Benedi, J.M.",
TITLE = "Generation of Hypergraphs from the N-Best Parsing of 2D-Probabilistic
Context-Free Grammars for Mathematical Expression Recognition",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5696-5703",
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AUTHOR = "Ahmed, S. and Davila, K. and Setlur, S. and Govindaraju, V.",
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BOOKTITLE = ICPR21,
YEAR = "2021",
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AUTHOR = "Mahdavi, M. and Sun, L. and Zanibbi, R.",
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YEAR = "2020",
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AUTHOR = "Le, A.D.",
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YEAR = "2020",
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AUTHOR = "Yang, F. and Hou, C. and Tian, X.",
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YEAR = "2017",
PAGES = "114-117",
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AUTHOR = "Julca Aguilar, F. and Hirata, N.S.T. and Mouchere, H. and Viard Gaudin, C.",
TITLE = "Subexpression and dominant symbol histograms for spatial relation
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YEAR = "2016",
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AUTHOR = "Chajri, Y. and Maarir, A. and Bouikhalene, B.",
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BOOKTITLE = CGiV16,
YEAR = "2016",
PAGES = "448-451",
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@inproceedings{bb345125,
AUTHOR = "Ali, I.H. and Mahjoub, M.A.",
TITLE = "Database of Handwritten Arabic Mathematical Formula Images",
BOOKTITLE = CGiV16,
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AUTHOR = "Jana, P. and Majumdar, A. and Layek, A.K. and Mandal, S. and Das, A.K.",
TITLE = "Automated segmentation and classification of chemical and other
equations from document images",
BOOKTITLE = ICAPR15,
YEAR = "2015",
PAGES = "1-7",
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@inproceedings{bb345127,
AUTHOR = "Ghanmi, N. and Belaid, A.",
TITLE = "Separator and content based approach for table extraction in
handwritten chemistry documents",
BOOKTITLE = ICDAR15,
YEAR = "2015",
PAGES = "296-300",
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AUTHOR = "Ayeb, K.K. and Echi, A.K. and Belaid, A.",
TITLE = "A syntax directed system for the recognition of printed Arabic
mathematical formulas",
BOOKTITLE = ICDAR15,
YEAR = "2015",
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@inproceedings{bb345129,
AUTHOR = "Liu, Z.Y. and Smith, R.",
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Tesseract",
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AUTHOR = "Alvaro, F. and Sanchez, J.A. and Benedi, J.M.",
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Recurrent Neural Networks",
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YEAR = "2014",
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AUTHOR = "Alvaro, F. and Sanchez, J.A. and Benedi, J.M.",
TITLE = "Classification of On-Line Mathematical Symbols with Hybrid Features
and Recurrent Neural Networks",
BOOKTITLE = ICDAR13,
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AUTHOR = "Furukori, F. and Yamazaki, S. and Miyagishi, T. and Shirai, K. and Okamoto, M.",
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Mathematical Formulas",
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YEAR = "2013",
PAGES = "1175-1179",
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AUTHOR = "Hu, L. and Zanibbi, R.",
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Shape Context Features",
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@inproceedings{bb345134,
AUTHOR = "Tang, P. and Hui, S.C. and Fu, C.W.",
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@inproceedings{bb345135,
AUTHOR = "Tang, P. and Hui, S.C. and Fu, C.W.",
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Formula Recognition",
BOOKTITLE = ICDAR13,
YEAR = "2013",
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@inproceedings{bb345136,
AUTHOR = "Alkalai, M.",
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BOOKTITLE = CIARP13,
YEAR = "2013",
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@inproceedings{bb345137,
AUTHOR = "Hu, L. and Hart, K. and Pospesel, R. and Zanibbi, R.",
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expressions",
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YEAR = "2012",
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AUTHOR = "Simistira, F. and Papavassiliou, V. and Katsouros, V. and Carayannis, G.",
TITLE = "A System for Recognition of On-Line Handwritten Mathematical
Expressions",
BOOKTITLE = FHR12,
YEAR = "2012",
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@inproceedings{bb345139,
AUTHOR = "Stria, J. and Bresler, M. and Prua, D. and HlavAic, V.",
TITLE = "MfrDB: Database of Annotated On-Line Mathematical Formulae",
BOOKTITLE = FHR12,
YEAR = "2012",
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@inproceedings{bb345140,
AUTHOR = "Yamazaki, S.P. and Furukori, F. and Zhao, Q.Z. and Shirai, K. and Okamoto, M.",
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BOOKTITLE = ICDAR11,
YEAR = "2011",
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@inproceedings{bb345141,
AUTHOR = "Celik, M.U. and Yanikoglu, B.A.",
TITLE = "Probabilistic Mathematical Formula Recognition Using a 2D Context-Free
Graph Grammar",
BOOKTITLE = ICDAR11,
YEAR = "2011",
PAGES = "161-166",
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@inproceedings{bb345142,
AUTHOR = "Mouchere, H. and Viard Gaudin, C. and Zanibbi, R. and Garain, U. and Kim, D.H. and Kim, J.H.",
TITLE = "ICDAR 2013 CROHME: Third International Competition on Recognition of
Online Handwritten Mathematical Expressions",
BOOKTITLE = ICDAR13,
YEAR = "2013",
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@inproceedings{bb345143,
AUTHOR = "Mouchere, H. and Viard Gaudin, C. and Kim, D.H. and Kim, J.H. and Garain, U.",
TITLE = "ICFHR 2012 Competition on Recognition of On-Line Mathematical
Expressions (CROHME 2012)",
BOOKTITLE = FHR12,
YEAR = "2012",
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@inproceedings{bb345144,
AUTHOR = "Mouchere, H. and Viard Gaudin, C. and Kim, D.H. and Kim, J.H. and Garain, U.",
TITLE = "CROHME2011: Competition on Recognition of Online Handwritten
Mathematical Expressions",
BOOKTITLE = ICDAR11,
YEAR = "2011",
PAGES = "1497-1500",
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@inproceedings{bb345145,
AUTHOR = "Hirata, N.S.T. and Honda, W.Y.",
TITLE = "Automatic Labeling of Handwritten Mathematical Symbols via Expression
Matching",
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YEAR = "2011",
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@inproceedings{bb345146,
AUTHOR = "Genoe, R. and Kechadi, T.",
TITLE = "A Real-Time Recognition System for Handwritten Mathematics:
Backtracking and Relationship Discovery",
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@inproceedings{bb345147,
AUTHOR = "Genoe, R. and Kechadi, T.",
TITLE = "A Real-Time Recognition System for Handwritten Mathematics:
Structural Development",
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YEAR = "2010",
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@inproceedings{bb345148,
AUTHOR = "Oliveira, D.M. and Lins, R.D.",
TITLE = "Generalizing Tableau to Any Color of Teaching Boards",
BOOKTITLE = ICPR10,
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@inproceedings{bb345149,
AUTHOR = "Wang, X. and Shi, G.S. and Yang, J.F.",
TITLE = "The Understanding and Structure Analyzing for Online Handwritten
Chemical Formulas",
BOOKTITLE = ICDAR09,
YEAR = "2009",
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@inproceedings{bb345150,
AUTHOR = "Lapointe, A. and Blostein, D.",
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YEAR = "2009",
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@inproceedings{bb345151,
AUTHOR = "Garain, U.",
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BOOKTITLE = ICDAR09,
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@inproceedings{bb345152,
AUTHOR = "Chang, M. and Han, S. and Zhang, D.M.",
TITLE = "A Unified Framework for Recognizing Handwritten Chemical Expressions",
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@inproceedings{bb345153,
AUTHOR = "Santosh, K.C. and Lamiroy, B. and Ropers, J.P.",
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@inproceedings{bb345154,
AUTHOR = "Santosh, K.C. and Lamiroy, B. and Wendling, L.",
TITLE = "DTW for Matching Radon Features:
A Pattern Recognition and Retrieval Method",
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YEAR = "2011",
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@inproceedings{bb345155,
AUTHOR = "Santosh, K.C. and Wendling, L. and Lamiroy, B.",
TITLE = "Using Spatial Relations for Graphical Symbol Description",
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YEAR = "2010",
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@inproceedings{bb345156,
AUTHOR = "Santosh, K.C. and Nattee, C. and Lamiroy, B.",
TITLE = "Spatial Similarity Based Stroke Number and Order Free Clustering",
BOOKTITLE = FHR10,
YEAR = "2010",
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@inproceedings{bb345157,
AUTHOR = "Fujiyoshi, A. and Suzuki, M. and Uchida, S.",
TITLE = "Syntactic Detection and Correction of Misrecognitions in Mathematical
OCR",
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YEAR = "2009",
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@inproceedings{bb345158,
AUTHOR = "Kim, D.H. and Kim, J.H.",
TITLE = "Top-Down Search with Bottom-Up Evidence for Recognizing Handwritten
Mathematical Expressions",
BOOKTITLE = FHR10,
YEAR = "2010",
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@inproceedings{bb345159,
AUTHOR = "Kim, K. and Rhee, T.H. and Lee, J.S. and Kim, J.H.",
TITLE = "Utilizing Consistency Context for Handwritten Mathematical Expression
Recognition",
BOOKTITLE = ICDAR09,
YEAR = "2009",
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@inproceedings{bb345160,
AUTHOR = "Julca Aguilar, F. and Mouchere, H. and Viard Gaudin, C. and Hirata, N.S.T.",
TITLE = "Top-Down Online Handwritten Mathematical Expression Parsing with Graph
Grammar",
BOOKTITLE = CIARP15,
YEAR = "2015",
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@inproceedings{bb345161,
AUTHOR = "Awal, A.M. and Mouchere, H. and Viard Gaudin, C.",
TITLE = "Improving Online Handwritten Mathematical Expressions Recognition with
Contextual Modeling",
BOOKTITLE = FHR10,
YEAR = "2010",
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@inproceedings{bb345162,
AUTHOR = "Awal, A.M. and Mouchere, H. and Viard Gaudin, C.",
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BOOKTITLE = FHR10,
YEAR = "2010",
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@inproceedings{bb345163,
AUTHOR = "Awal, A.M. and Mouchere, H. and Viard Gaudin, C.",
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YEAR = "2009",
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Mathematical Symbol Retrieval",
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@inproceedings{bb345165,
AUTHOR = "Marinai, S. and Miotti, B. and Soda, G.",
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Shape Contexts",
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Programming",
BOOKTITLE = ICDAR09,
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PAGES = "1320-1324",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339445"}
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AUTHOR = "Yang, J.F. and Shi, G.S. and Wang, K. and Geng, Q. and Wang, Q.R.",
TITLE = "A study of on-line handwritten chemical expressions recognition",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339446"}
@inproceedings{bb345168,
AUTHOR = "Prusa, D. and Hlavac, V.",
TITLE = "Structural Construction for On-Line Mathematical Formulae Recognition",
BOOKTITLE = CIARP08,
YEAR = "2008",
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@inproceedings{bb345169,
AUTHOR = "Prusa, D. and Hlavac, V.",
TITLE = "Mathematical Formulae Recognition Using 2D Grammars",
BOOKTITLE = ICDAR07,
YEAR = "2007",
PAGES = "849-853",
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@inproceedings{bb345170,
AUTHOR = "Fitzgerald, J. and Geiselbrechtinger, F. and Kechadi, T.",
TITLE = "Mathpad: A Fuzzy Logic-Based Recognition System for Handwritten
Mathematics",
BOOKTITLE = ICDAR07,
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@inproceedings{bb345171,
AUTHOR = "Shi, Y. and Soong, F.K.",
TITLE = "A symbol graph based handwritten math expression recognition",
BOOKTITLE = ICPR08,
YEAR = "2008",
PAGES = "1-4",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339450"}
@inproceedings{bb345172,
AUTHOR = "Shi, Y. and Li, H.Y. and Soong, F.K.",
TITLE = "A Unified Framework for Symbol Segmentation and Recognition of
Handwritten Mathematical Expressions",
BOOKTITLE = ICDAR07,
YEAR = "2007",
PAGES = "854-858",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339451"}
@inproceedings{bb345173,
AUTHOR = "Guo, Y. and Huang, L. and Liu, C. and Jiang, X.",
TITLE = "An Automatic Mathematical Expression Understanding System",
BOOKTITLE = ICDAR07,
YEAR = "2007",
PAGES = "719-723",
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@inproceedings{bb345174,
AUTHOR = "Chang, T.Y. and Takiguchi, Y. and Okada, M.",
TITLE = "Physical Structure Segmentation with Projection Profile for Mathematic
Formulae and Graphics in Academic Paper Images",
BOOKTITLE = ICDAR07,
YEAR = "2007",
PAGES = "1193-1197",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339453"}
@inproceedings{bb345175,
AUTHOR = "Smirnova, E. and Watt, S.",
TITLE = "Aspects of Mathematical Expression Analysis in Arabic Handwriting",
BOOKTITLE = ICDAR07,
YEAR = "2007",
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@inproceedings{bb345176,
AUTHOR = "Takiguchi, Y. and Okada, M. and Miyake, Y.",
TITLE = "A Study on Character Recognition Error Correction at Higher Level
Recognition Step for Mathematical Formulae Understanding",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 966-969",
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AUTHOR = "Ashida, K. and Okamoto, M. and Imai, H. and Nakatsuka, T.",
TITLE = "Performance Evaluation of a Mathematical Formula Recognition System
with a large scale of printed formula images",
BOOKTITLE = DIAL06,
YEAR = "2006",
PAGES = "320-331",
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@inproceedings{bb345178,
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TITLE = "An Experimental Implementation of a Document Recognition System for
Papers Containing Mathematical Expressions",
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@inproceedings{bb345179,
AUTHOR = "Okamoto, M. and Imai, H. and Takagi, K.",
TITLE = "Performance evaluation of a robust method for mathematical expression
recognition",
BOOKTITLE = ICDAR01,
YEAR = "2001",
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@inproceedings{bb345180,
AUTHOR = "Kanahori, T. and Suzuki, M.",
TITLE = "Refinement of digitized documents through recognition of mathematical
formulae",
BOOKTITLE = DIAL06,
YEAR = "2006",
PAGES = "297-302",
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@inproceedings{bb345181,
AUTHOR = "Kanahori, T. and Suzuki, M.",
TITLE = "Detection of matrices and segmentation of matrix elements in scanned
images of scientific documents",
BOOKTITLE = ICDAR03,
YEAR = "2003",
PAGES = "433-437",
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@inproceedings{bb345182,
AUTHOR = "Toyota, S. and Uchida, S. and Suzuki, M.",
TITLE = "Structural Analysis of Mathematical Formulae with Verification Based on
Formula Description Grammar",
BOOKTITLE = DAS06,
YEAR = "2006",
PAGES = "153-163",
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@inproceedings{bb345183,
AUTHOR = "Takiguchi, Y. and Okada, M. and Miyake, Y.",
TITLE = "A fundamental study of output translation from layout recognition and
semantic understanding system for mathematical formulae",
BOOKTITLE = ICDAR05,
YEAR = "2005",
PAGES = "II: 745-749",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339462"}
@inproceedings{bb345184,
AUTHOR = "Drake, D.M. and Baird, H.S.",
TITLE = "Distinguishing mathematics notation from English text using
computational geometry",
BOOKTITLE = ICDAR05,
YEAR = "2005",
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@inproceedings{bb345185,
AUTHOR = "Sexton, A.P. and Sorge, V.",
TITLE = "Semantic analysis of matrix structures",
BOOKTITLE = ICDAR05,
YEAR = "2005",
PAGES = "II: 1141-1145",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339464"}
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AUTHOR = "Watt, S.M. and Xie, X.F.",
TITLE = "Recognition for large sets of handwritten mathematical symbols",
BOOKTITLE = ICDAR05,
YEAR = "2005",
PAGES = "II: 740-744",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339465"}
@inproceedings{bb345187,
AUTHOR = "Garain, U. and Chaudhuri, B.B.",
TITLE = "Segmentation of touching symbols for OCR of printed mathematical
expressions: an approach based on multifactorial analysis",
BOOKTITLE = ICDAR05,
YEAR = "2005",
PAGES = "I: 177-181",
BIBSOURCE = "http://www.visionbib.com/bibliography/char977.html#TT339466"}
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AUTHOR = "Hse, H. and Newton, A.R.",
TITLE = "Sketched symbol recognition using zernike moments",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 367-370",
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TITLE = "A study of symbol segmentation method for handwritten mathematical
formula recognition using mathematical structure information",
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AUTHOR = "Pearce, S. and Ahmed, M.",
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AUTHOR = "Delalandre, M. and Nicolas, S. and Trupin, E. and Ogier, J.M.",
TITLE = "Symbols recognition by global-local structural approaches, based on the
scenarios use,and with a XML representation of data",
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TITLE = "Recognition of on-line handwritten mathematical expressions in the
E-Chalk system: An extension",
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system",
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TITLE = "On-line Handwritten Formula Recognition with Integrated Correction
Recognition and Execution",
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YEAR = "2000",
PAGES = "Vol II: 590-593",
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TITLE = "On-Line Handwritten Formula Recognition Using Statistical Methods",
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AUTHOR = "Suzuki, T. and Aoshima, S. and Mori, K. and Suenaga, Y.",
TITLE = "A New System for the Real-time Recognition of Handwritten Mathematical
Formulas",
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YEAR = "2000",
PAGES = "Vol IV: 515-518",
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