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Recognition and retrieval of mathematical expressions
Document recognition and retrieval technologies complement one another, providing
improved access to increasingly large document collections. While recognition and retrieval …
improved access to increasingly large document collections. While recognition and retrieval …
A survey on handwritten mathematical expression recognition: The rise of encoder-decoder and GNN models
Recognition of handwritten mathematical expressions (HMEs) has attracted growing interest
due to steady progress in handwriting recognition techniques and the rapid emergence of …
due to steady progress in handwriting recognition techniques and the rapid emergence of …
Syntax-aware network for handwritten mathematical expression recognition
Y Yuan, X Liu, W Dikubab, H Liu, Z Ji… - Proceedings of the …, 2022 - openaccess.thecvf.com
Handwritten mathematical expression recognition (HMER) is a challenging task that has
many potential applications. Recent methods for HMER have achieved outstanding …
many potential applications. Recent methods for HMER have achieved outstanding …
Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition
Abstract Machine recognition of a handwritten mathematical expression (HME) is
challenging due to the ambiguities of handwritten symbols and the two-dimensional …
challenging due to the ambiguities of handwritten symbols and the two-dimensional …
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 …
Track, attend, and parse (tap): An end-to-end framework for online handwritten mathematical expression recognition
In this paper, we introduce Track, Attend, and Parse (TAP), an end-to-end approach based
on neural networks for online handwritten mathematical expression recognition (OHMER) …
on neural networks for online handwritten mathematical expression recognition (OHMER) …
Recognition of on-line handwritten mathematical expressions using 2D stochastic context-free grammars and hidden Markov models
This paper describes a formal model for the recognition of on-line handwritten mathematical
expressions using 2D stochastic context-free grammars and hidden Markov models. Hidden …
expressions using 2D stochastic context-free grammars and hidden Markov models. Hidden …
Improving attention-based handwritten mathematical expression recognition with scale augmentation and drop attention
Handwritten mathematical expression recognition (HMER) is an important research direction
in handwriting recognition. The performance of HMER suffers from the two-dimensional …
in handwriting recognition. The performance of HMER suffers from the two-dimensional …
An integrated grammar-based approach for mathematical expression recognition
Automatic recognition of mathematical expressions is a challenging pattern recognition
problem since there are many ambiguities at different levels. On the one hand, the …
problem since there are many ambiguities at different levels. On the one hand, the …
Improvement of end-to-end offline handwritten mathematical expression recognition by weakly supervised learning
This paper presents an improvement in recognizing offline handwritten mathematical
expressions (HMEs) by deep neural networks. We train it end-to-end using weakly …
expressions (HMEs) by deep neural networks. We train it end-to-end using weakly …