Survey of mathematical expression recognition for printed and handwritten documents

R Aggarwal, S Pandey, AK Tiwari, G Harit - IETE Technical Review, 2022 - Taylor & Francis
In this paper, we provide a review of Mathematical Expression Recognition (MER) for both
printed and handwritten domains. We describe the past work in a manner that clearly …

A dive in white and grey shades of ML and non-ML literature: a multivocal analysis of mathematical expressions

Sakshi, V Kukreja - Artificial Intelligence Review, 2023 - Springer
With the advent and advancement of machine learning and deep learning techniques,
machine-based recognition systems for mathematical text have captivated the attention of …

Towards an accessible mathematics working environment based on Isabelle/VSCode

K Miesenberger, W Neuper, B Stöger… - arXiv preprint arXiv …, 2023 - arxiv.org
The paper collects preparatory work for interdisciplinary collaboration between three
partners, between (1) expertise in improving accessibility of studies for impaired …

Global context-based network with transformer for image2latex

N Pang, C Yang, X Zhu, J Li… - 2020 25th International …, 2021 - ieeexplore.ieee.org
Image2latex usually means converts mathematical formulas in images into latex markup. It is
a very challenging job due to the complex two-dimensional structure, variant scales of input …

Py4mer: A ctc-based mathematical expression recognition system

D Anitei, JA Sánchez, JM Benedí - Iberian Conference on Pattern …, 2023 - Springer
Mathematical expression recognition is a research field that aims to develop algorithms and
systems capable of interpreting mathematical content. The recognition of MEs requires …

Structure-aware mathematical expression recognition with sequence-level modeling

M Li, P Zhao, Y Zhang, S Niu, Q Wu, M Tan - Proceedings of the 29th …, 2021 - dl.acm.org
Mathematical expression recognition (MER) aims to convert an image of mathematical
expressions into a Latex sequence. In practice, the task of MER is challenging, since 1) the …

Improving Efficiency and Performance Through CTC-Based Transformers for Mathematical Expression Recognition

D Anitei, D Parres, JA Sánchez, JM Benedí - International Conference on …, 2024 - Springer
Mathematical expression recognition (MER) is an active field with important implications for
educational technology, document analysis, and scientific research automation. The bi …

A hybrid vision transformer approach for mathematical expression recognition

AD Le, VL Ly, NQ Nguyen, HT Nguyen… - … Conference on Digital …, 2022 - ieeexplore.ieee.org
One of the crucial challenges taken in document analysis is mathematical expression
recognition. Unlike text recognition which only focuses on one-dimensional structure …

Digital Assistant to Aid Individuals with Print Disabilities to Interpret Printed Materials

KVA Prabhash, J Jayakody… - 2022 13th International …, 2022 - ieeexplore.ieee.org
Print disability is the difficulty or inability to read printed material due to a perceptual,
physical, or visual disability. An individual can be classified as a print-disabled individual if …

DeepEquaL: Deep learning based mathematical equation to latex generation

G Bilbeisi, S Ahmed, R Majumdar - … 18–22, 2020, Proceedings, Part V 27, 2020 - Springer
Document digitization is an active and important field of Machine Learning research that
involves various Natural Language Processing tasks such as Optical Character Recognition …