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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 …
more challenging to be recognized by computers than plain text. The recognition of HMSE …
Machine learning and non-machine learning methods in mathematical recognition systems: Two decades' systematic literature review
Tools based on machine learning (ML) have seen widespread application in the prediction
and categorization of mathematical symbols and phrases. The purpose of this work is to …
and categorization of mathematical symbols and phrases. The purpose of this work is to …
Online handwritten mathematical expression recognition and applications: A survey
Handwritten mathematical expressions are an essential part of many domains, including
education, engineering, and science. The pervasive availability of computationally powerful …
education, engineering, and science. The pervasive availability of computationally powerful …
A dive in white and grey shades of ML and non-ML literature: a multivocal analysis of mathematical expressions
With the advent and advancement of machine learning and deep learning techniques,
machine-based recognition systems for mathematical text have captivated the attention of …
machine-based recognition systems for mathematical text have captivated the attention of …
A step toward an automatic handwritten homework grading system for mathematics
E Chaowicharat, N Dejdumrong - Information Technology and Control, 2023 - itc.ktu.lt
An automatic system that helps teachers and students verify the correctness of handwritten
derivation in mathematics homework is proposed. The system acquires input image …
derivation in mathematics homework is proposed. The system acquires input image …
Recognizing offline handwritten mathematical expressions efficiently
J Dai, Y Sun, G Su, S Ye, Y Sun - … of the 10th international conference on …, 2019 - dl.acm.org
In this study, we propose a system that can recognize offline handwritten mathematical
expressions using limited training data. The purpose of the system is to exhibit a high …
expressions using limited training data. The purpose of the system is to exhibit a high …
Offline handwritten mathematical recognition using adversarial learning and transformers
U Thakur, A Sharma - International Journal on Document Analysis and …, 2024 - Springer
Offline handwritten mathematical expression recognition (HMER) is a significant area in
mathematical expression recognition. However, offline HMER is often viewed as a much …
mathematical expression recognition. However, offline HMER is often viewed as a much …
[PDF][PDF] Recognizing offline handwritten mathematical expressions (ME) based on a predictive approach of segmentation using K-NN classification
S Naik, P Metkewar - International Journal of Technology, 2015 - researchgate.net
Recognition of handwritten mathematical expressions has been an important topic for many
researchers for decades. It remains one of the most challenging and exciting areas in …
researchers for decades. It remains one of the most challenging and exciting areas in …
Recognition of online handwritten mathematical expressions using contextual information
F Julca-Aguilar - 2016 - hal.science
Online handwritten mathematical expressions consist of sequences of strokes. Automatic
recognition these data requires solving three subproblems: symbol segmentation, symbol …
recognition these data requires solving three subproblems: symbol segmentation, symbol …
[PDF][PDF] An analysis of mathematical expression recognition techniques
The field of mathematics is very important with its applications in every aspect of science in
general and engineering in particular. Mathematical expressions form a vital component of …
general and engineering in particular. Mathematical expressions form a vital component of …