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Mathematical expression recognition
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Handwritten, mathematical, expression, recognition
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Track, Attend, and Parse (TAP): An End-to-End Framework for Online
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Grammar, Handwriting recognition, Trajectory, Data visualization,
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Le, A.D.[Anh Duc],
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1912
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Syntactic data generation, Context free grammar, Parser,
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Clustering, images, Offline handwritten,
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Primitive Contrastive Learning for Handwritten Mathematical
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ICPR22(847-854)
IEEE DOI
2212
Representation learning, Handwriting recognition, Visualization,
Computational modeling, Training data, Self-supervised learning,
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He, W.H.[Wen-Hao],
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Context-aware mathematical expression recognition:
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ICPR16(3246-3251)
IEEE DOI
1705
Benchmark testing, Context, Hidden Markov models,
Image segmentation, Pattern recognition, Pipelines, Training
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Phong, B.H.[Bui Hai],
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PRL(146), 2021, pp. 267-275.
Elsevier DOI
2105
Clustering, Handwritten mathematical expression,
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Wang, J.M.[Jia-Ming],
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PR(119), 2021, pp. 108047.
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2106
Stroke-level information, Multi-modal fusion, Encoder-decoder,
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Wu, C.J.[Chang-Jie],
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Zhang, J.S.[Jian-Shu],
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Wang, J.M.[Jia-Ming],
Wu, J.J.[Jia-Jia],
Hu, J.S.[Jin-Shui],
Stroke Based Posterior Attention for Online Handwritten Mathematical
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ICPR21(2943-2949)
IEEE DOI
2105
Handwriting recognition, Visualization, Aggregates, Trajectory,
Mathematical model, Task analysis, Posterior attention, Stroke,
Sequence-to-sequence learning
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Zhang, J.S.[Jian-Shu],
Du, J.[Jun],
Dai, L.R.[Li-Rong],
Multi-Scale Attention with Dense Encoder for Handwritten Mathematical
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ICPR18(2245-2250)
IEEE DOI
1812
Decoding, Convolution, Mathematical model, Handwriting recognition,
Feature extraction, Training, Cats
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Zhang, J.S.[Jian-Shu],
Du, J.[Jun],
Yang, Y.X.[Yong-Xin],
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SRD: A Tree Structure Based Decoder for Online Handwritten
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MultMed(23), 2021, pp. 2471-2480.
IEEE DOI
2108
Decoding, Mathematical model, Handwriting recognition, Vegetation,
Grammar, Image recognition, Task analysis, attention
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Wu, J.J.[Jia-Jia],
Hu, J.S.[Jin-Shui],
Chen, M.J.[Ming-Jun],
Dai, L.R.[Li-Rong],
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Wang, N.[Ning],
Structural String Decoder for Handwritten Mathematical Expression
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ICPR22(3246-3251)
IEEE DOI
2212
Handwriting recognition, Databases, Benchmark testing,
Mathematical models, Decoding
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Yang, C.[Chen],
Du, J.[Jun],
Zhang, J.S.[Jian-Shu],
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Tree-based data augmentation and mutual learning for offline
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2209
Tree-based data augmentation, Tree-based mutual learning,
Encoder-decoder, Offline handwritten mathematical expression recognition
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Liu, X.[Xiao],
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When Counting Meets HMER: Counting-Aware Network for Handwritten
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Springer DOI
2211
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Greiner-Petter, A.[André],
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Breitinger, C.[Corinna],
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Do the Math: Making Mathematics in Wikipedia Computable,
PAMI(45), No. 4, April 2023, pp. 4384-4395.
IEEE DOI
2303
Semantics, Encyclopedias, Online services, Internet,
Jacobian matrices, Pipelines, Mathematics, computer algebra systems
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Zhong, M.S.[Mao-Sheng],
Kuang, J.L.[Jiang-Ling],
Liu, G.[GanLin],
Hua, X.[Xin],
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The Dynamic Vectors-Based Attention Model for Chinese Mathematical
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IEEE_Int_Sys(38), No. 3, May 2023, pp. 12-20.
IEEE DOI
2307
Mathematical models, Terminology, Task analysis, Data mining,
Semantics, Lattices, Computational modeling
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Dataset agnostic document object detection,
PR(142), 2023, pp. 109698.
Elsevier DOI
2307
Document object detection, Table detection, Figure detection,
Equation detection, Cascade Mask , Deformable convolution
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The IBEM dataset: A large printed scientific image dataset for
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Elsevier DOI
2309
Mathematical expression dataset, Mathematical expression recognition,
Mathematical symbols classification
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Li, Z.[Zhe],
Wang, X.Y.[Xin-Yu],
Liu, Y.L.[Yu-Liang],
Jin, L.W.[Lian-Wen],
Huang, Y.C.[Yi-Chao],
Ding, K.[Kai],
Improving Handwritten Mathematical Expression Recognition via Similar
Symbol Distinguishing,
MultMed(26), 2024, pp. 90-102.
IEEE DOI
2401
BibRef
Hu, K.[Kai],
Zhong, Z.Y.[Zhuo-Yao],
Sun, L.[Lei],
Huo, Q.[Qiang],
Mathematical formula detection in document images: A new dataset and
a new approach,
PR(148), 2024, pp. 110212.
Elsevier DOI Code:
WWW Link.
2402
Mathematical formula detection, Dataset, Instance segmentation,
Relation extraction
BibRef
Tang, J.M.[Jia-Man],
Guo, H.Y.[Hong-Yu],
Wu, J.W.[Jin-Wen],
Yin, F.[Fei],
Huang, L.L.[Lin-Lin],
Offline handwritten mathematical expression recognition with graph
encoder and transformer decoder,
PR(148), 2024, pp. 110155.
Elsevier DOI
2402
Handwritten mathematical expression recognition,
Symbol detection, Graph Neural Network, Transformer
BibRef
Li, Z.[Zhe],
Yang, W.T.[Wen-Tao],
Qi, H.N.[Heng-Nian],
Jin, L.W.[Lian-Wen],
Huang, Y.C.[Yi-Chao],
Ding, K.[Kai],
A tree-based model with branch parallel decoding for handwritten
mathematical expression recognition,
PR(149), 2024, pp. 110220.
Elsevier DOI
2403
Handwritten mathematical expression recognition,
Tree-based model, Parallel decoding, Attention mechanism
BibRef
Truong, T.N.[Thanh-Nghia],
Nguyen, C.T.[Cuong Tuan],
Zanibbi, R.[Richard],
Mouchère, H.[Harold],
Nakagawa, M.[Masaki],
A survey on handwritten mathematical expression recognition: The rise
of encoder-decoder and GNN models,
PR(153), 2024, pp. 110531.
Elsevier DOI
2405
Mathematical expression recognition, Handwriting recognition,
Symbol recognition, Spatial relationship classification, Public dataset
BibRef
Lin, Z.[Zihao],
Li, J.R.[Jin-Rong],
Dai, G.[Gang],
Chen, T.S.[Tian-Shui],
Huang, S.P.[Shuang-Ping],
Lin, J.M.[Jian-Min],
Contrastive representation enhancement and learning for handwritten
mathematical expression recognition,
PRL(186), 2024, pp. 14-20.
Elsevier DOI
2412
Handwritten mathematical expression recognition,
Contrastive learning, Printed expressions, Semantic representation
BibRef
Dadure, P.[Pankaj],
Pakray, P.[Partha],
Bandyopadhyay, S.[Sivaji],
Mathematical Information Retrieval: A Review,
Surveys(57), No. 3, November 2024, pp. xx-yy.
DOI Link
2501
Survey, Mathematical Expressions. Artificial intelligence, natural language processing,
information retrieval, formula retrieval, digital libraries
BibRef
Liu, C.Y.[Chen-Yu],
Pan, J.[Jia],
Hu, J.[Jinshui],
Yin, B.C.[Bao-Cai],
Yin, B.[Bing],
Chen, M.J.[Ming-Jun],
Liu, C.[Cong],
Du, J.[Jun],
Liu, Q.F.[Qing-Feng],
Namer: Non-autoregressive Modeling for Handwritten Mathematical
Expression Recognition,
ECCV24(LVII: 273-291).
Springer DOI
2412
BibRef
Chen, Y.[Yu],
Gao, F.[Fei],
Zhang, Y.[Yanguang],
Qiao, M.[Maoying],
Wang, N.N.[Nan-Nan],
Generating Handwritten Mathematical Expressions From Symbol Graphs:
An End-to-End Pipeline,
CVPR24(15675-15685)
IEEE DOI Code:
WWW Link.
2410
Visualization, Image recognition, Image synthesis, Layout, Pipelines,
Symbols, Predictive models
BibRef
Anitei, D.[Dan],
Sánchez, J.A.[Joan Andreu],
Benedí, J.M.[José Miguel],
PY4MER: A CTC-based Mathematical Expression Recognition System,
IbPRIA23(426-441).
Springer DOI
2307
BibRef
Lin, Q.Q.[Qi-Qiang],
Huang, X.N.[Xiao-Nan],
Bi, N.[Ning],
Suen, C.Y.[Ching Y.],
Tan, J.[Jun],
Cclsl: Combination of Contrastive Learning and Supervised Learning for
Handwritten Mathematical Expression Recognition,
ACCV22(II:577-592).
Springer DOI
2307
BibRef
Fu, Y.N.[Ying-Nan],
Zheng, S.[Shu],
Cai, W.Y.[Wen-Yuan],
Gao, M.[Ming],
Jin, C.Q.[Che-Qing],
Zhou, A.[Aoying],
Dynamic Feature Selection for Structural Image Content Recognition,
MMMod23(II: 337-349).
Springer DOI
2304
mathematical expression recognition
BibRef
Zhao, W.Q.[Wen-Qi],
Gao, L.[Liangcai],
CoMER: Modeling Coverage for Transformer-Based Handwritten Mathematical
Expression Recognition,
ECCV22(XXVIII:392-408).
Springer DOI
2211
BibRef
Yuan, Y.[Ye],
Liu, X.[Xiao],
Dikubab, W.[Wondimu],
Liu, H.[Hui],
Ji, Z.L.[Zhi-Long],
Wu, Z.Q.[Zhong-Qin],
Bai, X.[Xiang],
Syntax-Aware Network for Handwritten Mathematical Expression
Recognition,
CVPR22(4543-4552)
IEEE DOI
2210
Representation learning, Handwriting recognition, Visualization,
Text analysis, Neural networks, Syntactics, Benchmark testing,
Datasets and evaluation
BibRef
Pang, N.[Nuo],
Yang, C.[Chun],
Zhu, X.O.[Xia-Obin],
Li, J.[Jixuan],
Yin, X.C.[Xu-Cheng],
Global Context-Based Network with Transformer for Image2latex,
ICPR21(4650-4656)
IEEE DOI
2105
Aggregates, Feature extraction, Decoding, Mathematical model,
Data mining, Task analysis, Context modeling
BibRef
Cotogni, M.[Marco],
Cusano, C.[Claudio],
Nocera, A.[Antonino],
Recursive Recognition of Offline Handwritten Mathematical Expressions,
ICPR21(3138-3145)
IEEE DOI
2105
Handwriting recognition, Image segmentation,
Recurrent neural networks, Image recognition, Feature extraction,
Recurrent neural networks
BibRef
Yan, Z.Y.[Zuo-Yu],
Zhang, X.[Xiaode],
Gao, L.C.[Liang-Cai],
Yuan, K.[Ke],
Tang, Z.[Zhi],
ConvMath: A Convolutional Sequence Network for Mathematical
Expression Recognition,
ICPR21(4566-4572)
IEEE DOI
2105
Training, Handwriting recognition, Computational modeling,
Face recognition, Feature extraction, Decoding, Mathematical model
BibRef
Noya, E.[Ernesto],
Sánchez, J.A.[Joan Andreu],
Benedí, J.M.[José Miguel],
Generation of Hypergraphs from the N-Best Parsing of 2D-Probabilistic
Context-Free Grammars for Mathematical Expression Recognition,
ICPR21(5696-5703)
IEEE DOI
2105
Image recognition, Tools, Search problems, Probabilistic logic,
Inference algorithms, Pattern recognition, Grammar,
Hypergraphs
BibRef
Ahmed, S.[Saleem],
Davila, K.[Kenny],
Setlur, S.[Srirangaraj],
Govindaraju, V.[Venu],
Equation Attention Relationship Network (EARN): A Geometric Deep
Metric Framework for Learning Similar Math Expression Embedding,
ICPR21(6282-6289)
IEEE DOI
2105
Deep learning, Message passing, Neural networks, Force,
Training data, Feature extraction, Extraterrestrial measurements,
Graph matching
BibRef
Mahdavi, M.,
Sun, L.,
Zanibbi, R.,
Visual Parsing with Query-Driven Global Graph Attention (QD-GGA):
Preliminary Results for Handwritten Math Formula Recognition,
WTDDL20(2429-2438)
IEEE DOI
2008
Visualization, Mathematical model, Decoding, Feature extraction,
Layout, Image edge detection, Computational modeling
BibRef
Le, A.D.,
Recognizing handwritten mathematical expressions via paired dual loss
attention network and printed mathematical expressions,
WTDDL20(2413-2418).
IEEE DOI
2008
Training, Decoding, Feature extraction, Handwriting recognition,
Mathematical model, Semantics, Grammar
BibRef
Yang, F.,
Hou, C.,
Tian, X.,
An Improved Formula Extraction Method of Printed Chinese Layouts
Based on Connected Component Run-Length Feature,
ICVISP17(114-117)
IEEE DOI
1712
Signal processing, Chinese, connected component, formula image,
formula location, run-length
BibRef
Julca-Aguilar, F.,
Hirata, N.S.T.,
Mouchère, H.,
Viard-Gaudin, C.,
Subexpression and dominant symbol histograms for spatial relation
classification in mathematical expressions,
ICPR16(3446-3451)
IEEE DOI
1705
Data mining, Feature extraction,
Handwriting recognition, Histograms, Shape
BibRef
Chajri, Y.,
Maarir, A.,
Bouikhalene, B.,
A Comparative Study of Handwritten Mathematical Symbols Recognition,
CGiV16(448-451)
IEEE DOI
1608
handwritten character recognition
BibRef
Ali, I.H.,
Mahjoub, M.A.,
Database of Handwritten Arabic Mathematical Formula Images,
CGiV16(145-149)
IEEE DOI
1608
handwriting recognition
BibRef
Jana, P.,
Majumdar, A.,
Layek, A.K.,
Mandal, S.,
Das, A.K.,
Automated segmentation and classification of chemical and other
equations from document images,
ICAPR15(1-7)
IEEE DOI
1511
chemical engineering computing
BibRef
Ghanmi, N.[Nabil],
Belaid, A.[Abdel],
Separator and content based approach for table extraction in
handwritten chemistry documents,
ICDAR15(296-300)
IEEE DOI
1511
Hough Transform
BibRef
Ayeb, K.K.[Kaouther Khazri],
Echi, A.K.[Afef Kacem],
Belaid, A.[Abdel],
A syntax directed system for the recognition of printed Arabic
mathematical formulas,
ICDAR15(186-190)
IEEE DOI
1511
BibRef
Liu, Z.Y.[Zong-Yi],
Smith, R.,
A Simple Equation Region Detector for Printed Document Images in
Tesseract,
ICDAR13(245-249)
IEEE DOI
1312
document image processing
BibRef
Alvaro, F.[Francisco],
Sanchez, J.A.[Joan-Andreu],
Benedi, J.M.[Jose-Miguel],
Offline Features for Classifying Handwritten Math Symbols with
Recurrent Neural Networks,
ICPR14(2944-2949)
IEEE DOI
1412
BibRef
Earlier:
Classification of On-Line Mathematical Symbols with Hybrid Features
and Recurrent Neural Networks,
ICDAR13(1012-1016)
IEEE DOI
1312
Databases
handwritten character recognition
BibRef
Furukori, F.,
Yamazaki, S.,
Miyagishi, T.,
Shirai, K.,
Okamoto, M.,
An OCR System with OCRopus for Scientific Documents Containing
Mathematical Formulas,
ICDAR13(1175-1179)
IEEE DOI
1312
document image processing
BibRef
Hu, L.[Lei],
Zanibbi, R.,
Segmenting Handwritten Math Symbols Using AdaBoost and Multi-scale
Shape Context Features,
ICDAR13(1180-1184)
IEEE DOI
1312
feature extraction
BibRef
Tang, P.[Peng],
Hui, S.C.[Siu Cheung],
Fu, C.W.[Chi-Wing],
Chemical Symbol Feature Set for Handwritten Chemical Symbol Recognition,
SSSPR14(312-322).
Springer DOI
1408
BibRef
Earlier:
A Progressive Structural Analysis Approach for Handwritten Chemical
Formula Recognition,
ICDAR13(359-363)
IEEE DOI
1312
bonds (chemical)
BibRef
Alkalai, M.[Mohamed],
Recognising Tabular Mathematical Expressions Using Graph Rewriting,
CIARP13(II:124-133).
Springer DOI
1311
BibRef
Hu, L.[Lei],
Hart, K.[Kevin],
Pospesel, R.[Richard],
Zanibbi, R.[Richard],
Baseline extraction-driven Parsing of handwritten mathematical
expressions,
ICPR12(326-330).
WWW Link.
1302
BibRef
Simistira, F.[Fotini],
Papavassiliou, V.[Vassilis],
Katsouros, V.[Vassilis],
Carayannis, G.[George],
A System for Recognition of On-Line Handwritten Mathematical
Expressions,
FHR12(193-198).
IEEE DOI
1302
BibRef
Stria, J.[Jan],
Bresler, M.[Martin],
Prua, D.[Daniel],
Hlavác, V.[Vaclav],
MfrDB: Database of Annotated On-Line Mathematical Formulae,
FHR12(542-547).
IEEE DOI
1302
Dataset, Formula.
BibRef
Yamazaki, S.P.[Shin-Pei],
Furukori, F.[Fumihiro],
Zhao, Q.Z.[Qin-Zheng],
Shirai, K.[Keiichiro],
Okamoto, M.[Masayuki],
Embedding a Mathematical OCR Module into OCRopus,
ICDAR11(880-884).
IEEE DOI
1111
BibRef
Celik, M.U.[Mehmet U.],
Yanikoglu, B.A.[Berrin A.],
Probabilistic Mathematical Formula Recognition Using a 2D Context-Free
Graph Grammar,
ICDAR11(161-166).
IEEE DOI
1111
BibRef
Mouchere, H.[Harold],
Viard-Gaudin, C.[Christian],
Zanibbi, R.,
Garain, U.[Utpal],
Kim, D.H.[Dae Hwan],
Kim, J.H.[Jin Hyung],
ICDAR 2013 CROHME: Third International Competition on Recognition of
Online Handwritten Mathematical Expressions,
ICDAR13(1428-1432)
IEEE DOI
1312
handwritten character recognition
BibRef
Mouchere, H.[Harold],
Viard-Gaudin, C.[Christian],
Kim, D.H.[Dae Hwan],
Kim, J.H.[Jin Hyung],
Garain, U.[Utpal],
ICFHR 2012 Competition on Recognition of On-Line Mathematical
Expressions (CROHME 2012),
FHR12(811-816).
IEEE DOI
1302
BibRef
Earlier:
CROHME2011: Competition on Recognition of Online Handwritten
Mathematical Expressions,
ICDAR11(1497-1500).
IEEE DOI
1111
Evaluation, Symbol Recognition.
BibRef
Hirata, N.S.T.[Nina S. T.],
Honda, W.Y.[Willian Y.],
Automatic Labeling of Handwritten Mathematical Symbols via Expression
Matching,
GbRPR11(295-304).
Springer DOI
1105
BibRef
Genoe, R.[Ray],
Kechadi, T.[Tahar],
A Real-Time Recognition System for Handwritten Mathematics:
Backtracking and Relationship Discovery,
FHR10(399-404).
IEEE DOI
1011
BibRef
Genoe, R.[Ray],
Kechadi, T.[Tahar],
A Real-Time Recognition System for Handwritten Mathematics:
Structural Development,
FHR10(593-598).
IEEE DOI
1011
BibRef
Oliveira, D.M.[Daniel M.],
Lins, R.D.[Rafael D.],
Generalizing Tableau to Any Color of Teaching Boards,
ICPR10(2411-2414).
IEEE DOI
1008
Tableau software to process images of white boards
from phones. Extend to other colors.
BibRef
Wang, X.[Xin],
Shi, G.S.[Guang-Shun],
Yang, J.F.[Ju-Feng],
The Understanding and Structure Analyzing for Online Handwritten
Chemical Formulas,
ICDAR09(1056-1060).
IEEE DOI
0907
BibRef
Lapointe, A.[Adrien],
Blostein, D.[Dorothea],
Issues in Performance Evaluation: A Case Study of Math Recognition,
ICDAR09(1355-1359).
IEEE DOI
0907
BibRef
Garain, U.[Utpal],
Identification of Mathematical Expressions in Document Images,
ICDAR09(1340-1344).
IEEE DOI
0907
BibRef
Chang, M.[Ming],
Han, S.[Shi],
Zhang, D.M.[Dong-Mei],
A Unified Framework for Recognizing Handwritten Chemical Expressions,
ICDAR09(1345-1349).
IEEE DOI
0907
BibRef
Santosh, K.C.,
Lamiroy, B.[Bart],
Ropers, J.P.[Jean-Philippe],
Inductive Logic Programming for Symbol Recognition,
ICDAR09(1330-1334).
IEEE DOI
0907
BibRef
Santosh, K.C.,
Lamiroy, B.[Bart],
Wendling, L.[Laurent],
DTW for Matching Radon Features:
A Pattern Recognition and Retrieval Method,
ACIVS11(249-260).
Springer DOI
1108
BibRef
Santosh, K.C.,
Wendling, L.[Laurent],
Lamiroy, B.[Bart],
Using Spatial Relations for Graphical Symbol Description,
ICPR10(2041-2044).
IEEE DOI
1008
BibRef
Santosh, K.C.,
Nattee, C.[Cholwich],
Lamiroy, B.[Bart],
Spatial Similarity Based Stroke Number and Order Free Clustering,
FHR10(652-657).
IEEE DOI
1011
BibRef
Fujiyoshi, A.[Akio],
Suzuki, M.[Masakazu],
Uchida, S.[Seiichi],
Syntactic Detection and Correction of Misrecognitions in Mathematical
OCR,
ICDAR09(1360-1364).
IEEE DOI
0907
BibRef
Kim, D.H.[Dae Hwan],
Kim, J.H.[Jin H.],
Top-Down Search with Bottom-Up Evidence for Recognizing Handwritten
Mathematical Expressions,
FHR10(507-512).
IEEE DOI
1011
BibRef
Kim, K.[Kang],
Rhee, T.H.[Taik Heon],
Lee, J.S.[Jae Seung],
Kim, J.H.[Jin Hyung],
Utilizing Consistency Context for Handwritten Mathematical Expression
Recognition,
ICDAR09(1051-1055).
IEEE DOI
0907
BibRef
Julca-Aguilar, F.[Frank],
Mouchère, H.[Harold],
Viard-Gaudin, C.[Christian],
Hirata, N.S.T.[Nina S. T.],
Top-Down Online Handwritten Mathematical Expression Parsing with Graph
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CIARP15(444-451).
Springer DOI
1511
BibRef
Awal, A.M.[Ahmad-Montaser],
Mouchère, H.[Harold],
Viard-Gaudin, C.[Christian],
Improving Online Handwritten Mathematical Expressions Recognition with
Contextual Modeling,
FHR10(427-432).
IEEE DOI
1011
BibRef
And:
The Problem of Handwritten Mathematical Expression Recognition
Evaluation,
FHR10(646-651).
IEEE DOI
1011
BibRef
Earlier:
Towards Handwritten Mathematical Expression Recognition,
ICDAR09(1046-1050).
IEEE DOI
0907
BibRef
Marinai, S.[Simone],
Miotti, B.[Beatrice],
Soda, G.[Giovanni],
Using Earth Mover's Distance in the Bag-of-Visual-Words Model for
Mathematical Symbol Retrieval,
ICDAR11(1309-1313).
IEEE DOI
1111
BibRef
Earlier:
Mathematical Symbol Indexing Using Topologically Ordered Clusters of
Shape Contexts,
ICDAR09(1041-1045).
IEEE DOI
0907
BibRef
Le Bodic, P.[Pierre],
Locteau, H.[Hervé],
Adam, S.[Sébastien],
Héroux, P.[Pierre],
Lecourtier, Y.[Yves],
Knippel, A.[Arnaud],
Symbol Detection Using Region Adjacency Graphs and Integer Linear
Programming,
ICDAR09(1320-1324).
IEEE DOI
0907
BibRef
Yang, J.F.[Ju-Feng],
Shi, G.S.[Guang-Shun],
Wang, K.[Kai],
Geng, Q.[Qian],
Wang, Q.R.[Qing-Ren],
A study of on-line handwritten chemical expressions recognition,
ICPR08(1-4).
IEEE DOI
0812
BibRef
Pruša, D.[Daniel],
Hlavác, V.[Václav],
Structural Construction for On-Line Mathematical Formulae Recognition,
CIARP08(317-324).
Springer DOI
0809
BibRef
Earlier:
Mathematical Formulae Recognition Using 2D Grammars,
ICDAR07(849-853).
IEEE DOI
0709
BibRef
Fitzgerald, J.,
Geiselbrechtinger, F.,
Kechadi, T.,
Mathpad: A Fuzzy Logic-Based Recognition System for Handwritten
Mathematics,
ICDAR07(694-698).
IEEE DOI
0709
BibRef
Shi, Y.[Yu],
Soong, F.K.[Frank K.],
A symbol graph based handwritten math expression recognition,
ICPR08(1-4).
IEEE DOI
0812
BibRef
Shi, Y.[Yu],
Li, H.Y.[Hai-Yang],
Soong, F.K.[Frank K.],
A Unified Framework for Symbol Segmentation and Recognition of
Handwritten Mathematical Expressions,
ICDAR07(854-858).
IEEE DOI
0709
BibRef
Guo, Y.,
Huang, L.,
Liu, C.,
Jiang, X.,
An Automatic Mathematical Expression Understanding System,
ICDAR07(719-723).
IEEE DOI
0709
BibRef
Chang, T.Y.[Tzu-Yuan],
Takiguchi, Y.[Yusuke],
Okada, M.[Minoru],
Physical Structure Segmentation with Projection Profile for Mathematic
Formulae and Graphics in Academic Paper Images,
ICDAR07(1193-1197).
IEEE DOI
0709
BibRef
Smirnova, E.,
Watt, S.,
Aspects of Mathematical Expression Analysis in Arabic Handwriting,
ICDAR07(1183-1187).
IEEE DOI
0709
BibRef
Takiguchi, Y.[Yusuke],
Okada, M.[Minoru],
Miyake, Y.[Yasuji],
A Study on Character Recognition Error Correction at Higher Level
Recognition Step for Mathematical Formulae Understanding,
ICPR06(II: 966-969).
IEEE DOI
0609
BibRef
Ashida, K.,
Okamoto, M.,
Imai, H.,
Nakatsuka, T.,
Performance Evaluation of a Mathematical Formula Recognition System
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DIAL06(320-331).
IEEE DOI
0604
BibRef
Okamoto, M.,
Miyazaki, A.,
An Experimental Implementation of a Document Recognition System for
Papers Containing Mathematical Expressions,
SDIA92(xx-yy).
BibRef
9200
Okamoto, M.,
Imai, H.,
Takagi, K.,
Performance evaluation of a robust method for mathematical expression
recognition,
ICDAR01(121-128).
IEEE DOI
0109
BibRef
Kanahori, T.,
Suzuki, M.,
Refinement of digitized documents through recognition of mathematical
formulae,
DIAL06(297-302).
IEEE DOI
0604
BibRef
Kanahori, T.,
Suzuki, M.,
Detection of matrices and segmentation of matrix elements in scanned
images of scientific documents,
ICDAR03(433-437).
IEEE DOI
0311
BibRef
Toyota, S.[Seiichi],
Uchida, S.[Seiichi],
Suzuki, M.[Masakazu],
Structural Analysis of Mathematical Formulae with Verification Based on
Formula Description Grammar,
DAS06(153-163).
Springer DOI
0602
BibRef
Takiguchi, Y.,
Okada, M.,
Miyake, Y.,
A fundamental study of output translation from layout recognition and
semantic understanding system for mathematical formulae,
ICDAR05(II: 745-749).
IEEE DOI
0508
BibRef
Drake, D.M.,
Baird, H.S.,
Distinguishing mathematics notation from English text using
computational geometry,
ICDAR05(II: 1270-1274).
IEEE DOI
0508
BibRef
Sexton, A.P.,
Sorge, V.,
Semantic analysis of matrix structures,
ICDAR05(II: 1141-1145).
IEEE DOI
0508
BibRef
Watt, S.M.,
Xie, X.F.[Xiao-Fang],
Recognition for large sets of handwritten mathematical symbols,
ICDAR05(II: 740-744).
IEEE DOI
0508
BibRef
Garain, U.[Utpal],
Chaudhuri, B.B.,
Segmentation of touching symbols for OCR of printed mathematical
expressions: an approach based on multifactorial analysis,
ICDAR05(I: 177-181).
IEEE DOI
0508
See also Segmentation of touching characters in printed Devnagari and Bangla scripts using fuzzy multifactorial analysis.
BibRef
Hse, H.,
Newton, A.R.,
Sketched symbol recognition using zernike moments,
ICPR04(I: 367-370).
IEEE DOI
0409
BibRef
Toyozumi, K.,
Yamada, N.,
Kitasaka, T.,
Mori, K.,
Suenaga, Y.,
Mase, K.,
Takahashi, T.,
A study of symbol segmentation method for handwritten mathematical
formula recognition using mathematical structure information,
ICPR04(II: 630-633).
IEEE DOI
0409
BibRef
Pearce, S.,
Ahmed, M.,
An evolutionary algorithm for general symbol segmentation,
ICDAR03(726-730).
IEEE DOI
0311
BibRef
Delalandre, M.,
Nicolas, S.,
Trupin, E.,
Ogier, J.M.,
Symbols recognition by global-local structural approaches, based on the
scenarios use,and with a XML representation of data,
ICDAR03(1002-1006).
IEEE DOI
0311
BibRef
Jin, J.M.[Jian-Ming],
Han, X.[Xionghu],
Wang, Q.R.[Qing-Ren],
Mathematical formulas extraction,
ICDAR03(1138-1141).
IEEE DOI
0311
BibRef
Stoffel, A.[Andreas],
Tapia, E.[Ernesto],
Rojas, R.[Raúl],
Recognition of On-Line Handwritten Commutative Diagrams,
ICDAR09(1211-1215).
IEEE DOI
0907
BibRef
Tapia, E.[Ernesto],
Rojas, R.[Raúl],
Recognition of on-line handwritten mathematical expressions in the
E-Chalk system: An extension,
ICDAR05(II: 1206-1210).
IEEE DOI
0508
BibRef
Earlier:
Recognition of on-line handwritten mathematical formulas in the E-chalk
system,
ICDAR03(980-984).
IEEE DOI
0311
BibRef
Eto, Y.,
Suzuki, M.,
Mathematical formula recognition using virtual link network,
ICDAR01(762-767).
IEEE DOI
0109
BibRef
Kosmala, A.,
Rigoll, G.,
Brakensiek, A.,
On-line Handwritten Formula Recognition with Integrated Correction
Recognition and Execution,
ICPR00(Vol II: 590-593).
IEEE DOI
0009
BibRef
Kosmala, A.[Andreas],
Rigoll, G.[Gerhard],
On-Line Handwritten Formula Recognition Using Statistical Methods,
ICPR98(Vol II: 1306-1308).
IEEE DOI
9808
BibRef
Suzuki, T.,
Aoshima, S.,
Mori, K.,
Suenaga, Y.,
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IEEE DOI
0109
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9708
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Lavirotte, S.,
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Optical Formula Recognition,
ICDAR97(357-361).
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Structural Analysis of Handwritten Mathematical Expressions,
ICPR88(I: 32-34).
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Chapter on OCR, Document Analysis and Character Recognition Systems continues in
Analysis of Graphics, Symbols, Trademarks, Icons .