A retrospective study on handwritten mathematical symbols and expressions: Classification and recognition

V Kukreja - Engineering Applications of Artificial Intelligence, 2021 - Elsevier
Context: Many scientific and technical literature documents contain MSs and MEs that are
more challenging to be recognized by computers than plain text. The recognition of HMSE …

Machine learning models for mathematical symbol recognition: A stem to stern literature analysis

V Kukreja, Sakshi - Multimedia Tools and Applications, 2022 - Springer
Given the ubiquity of handwriting and mathematical content in human transactions, machine
recognition of handwritten mathematical text and symbols has become a domain of great …

Pattern generation strategies for improving recognition of handwritten mathematical expressions

AD Le, B Indurkhya, M Nakagawa - Pattern Recognition Letters, 2019 - Elsevier
Abstract Recognition of Handwritten Mathematical Expressions (HMEs) is a challenging
problem because of the ambiguity and complexity of two-dimensional handwriting …

Advancing the state of the art for handwritten math recognition: the CROHME competitions, 2011–2014

H Mouchère, R Zanibbi, U Garain… - International Journal on …, 2016 - Springer
The CROHME competitions have helped organize the field of handwritten mathematical
expression recognition. This paper presents the evolution of the competition over its first 4 …

Online handwritten mathematical expression recognition and applications: A survey

D Zhelezniakov, V Zaytsev, O Radyvonenko - IEEE Access, 2021 - ieeexplore.ieee.org
Handwritten mathematical expressions are an essential part of many domains, including
education, engineering, and science. The pervasive availability of computationally powerful …

Bangla-Meitei Mayek scripts handwritten character recognition using convolutional neural network

A Hazra, P Choudhary, S Inunganbi, M Adhikari - Applied Intelligence, 2021 - Springer
Recognition of handwritten characters in two Indic scripts Bangla and Meitei Mayek is one of
the challenging responsibilities due to intricate patterns and scarcity of standard datasets …

A new approach for recognizing handwritten mathematics using relational grammars and fuzzy sets

S MacLean, G Labahn - International Journal on Document Analysis and …, 2013 - Springer
We present a new approach for parsing two-dimensional input using relational grammars
and fuzzy sets. A fast, incremental parsing algorithm is developed, motivated by the two …

Recognition of online handwritten mathematical expressions

U Garain, BB Chaudhuri - IEEE Transactions on Systems, Man …, 2004 - ieeexplore.ieee.org
This paper aims at automatic understanding of online handwritten mathematical expressions
(MEs) written on an electronic tablet. The proposed technique involves two major stages …

Automatic recognition of handwritten Arabic characters: a comprehensive review

HM Balaha, HA Ali, M Badawy - Neural Computing and Applications, 2021 - Springer
The paper is a comprehensive review of the current research trends in the area of Arabic
language especially state-of-the-art approaches to highlight the current status of diverse …

A survey of handwritten character recognition with mnist and emnist

A Baldominos, Y Saez, P Isasi - Applied Sciences, 2019 - mdpi.com
This paper summarizes the top state-of-the-art contributions reported on the MNIST dataset
for handwritten digit recognition. This dataset has been extensively used to validate novel …