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Scene text detection and recognition: The deep learning era
With the rise and development of deep learning, computer vision has been tremendously
transformed and reshaped. As an important research area in computer vision, scene text …
transformed and reshaped. As an important research area in computer vision, scene text …
Text recognition in the wild: A survey
The history of text can be traced back over thousands of years. Rich and precise semantic
information carried by text is important in a wide range of vision-based application …
information carried by text is important in a wide range of vision-based application …
Read like humans: Autonomous, bidirectional and iterative language modeling for scene text recognition
Linguistic knowledge is of great benefit to scene text recognition. However, how to effectively
model linguistic rules in end-to-end deep networks remains a research challenge. In this …
model linguistic rules in end-to-end deep networks remains a research challenge. In this …
Towards accurate scene text recognition with semantic reasoning networks
Scene text image contains two levels of contents: visual texture and semantic information.
Although the previous scene text recognition methods have made great progress over the …
Although the previous scene text recognition methods have made great progress over the …
From two to one: A new scene text recognizer with visual language modeling network
In this paper, we abandon the dominant complex language model and rethink the linguistic
learning process in the scene text recognition. Different from previous methods considering …
learning process in the scene text recognition. Different from previous methods considering …
Seed: Semantics enhanced encoder-decoder framework for scene text recognition
Scene text recognition is a hot research topic in computer vision. Recently, many recognition
methods based on the encoder-decoder framework have been proposed, and they can …
methods based on the encoder-decoder framework have been proposed, and they can …
Robustscanner: Dynamically enhancing positional clues for robust text recognition
The attention-based encoder-decoder framework has recently achieved impressive results
for scene text recognition, and many variants have emerged with improvements in …
for scene text recognition, and many variants have emerged with improvements in …
Toward understanding wordart: Corner-guided transformer for scene text recognition
Artistic text recognition is an extremely challenging task with a wide range of applications.
However, current scene text recognition methods mainly focus on irregular text while have …
However, current scene text recognition methods mainly focus on irregular text while have …
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 …
Abinet++: Autonomous, bidirectional and iterative language modeling for scene text spotting
Scene text spotting is of great importance to the computer vision community due to its wide
variety of applications. Recent methods attempt to introduce linguistic knowledge for …
variety of applications. Recent methods attempt to introduce linguistic knowledge for …