August 9, 2020 - In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....

In recent years, the community has witnessed substantial advancements in mindset, methodology and performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era.

January 1, 2021 - In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....

This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era. With the rise and development of deep learning, computer vision has been tremendously ...

In this survey, we present an overview of recent development in scene text detection and recognition with focus on the deep learning era. We review methods from different perspectives, and list the up-to-date datasets.

October 22, 2021 - Road signs recognition, reading the scene image for machine translation, text recognition on commercial products, billboards, and vehicle plates are examples of text recognition on natural images. This review discussed the related research of scene text detection in the last ten years. We analysed the past strategies in scene text detection, the strengths and the weaknesses of each method. Additionally, we showed the relationship between text detection methods before and after using deep learning.

August 27, 2020 - In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....

November 10, 2018 - In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....

November 10, 2018 - In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....

November 10, 2018 - In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....

1) Scene text detection and recognition has been influenced by deep learning, entering a new era where nearly all recent methods are built upon deep learning models. 2) Deep learning substantially simplifies the overall pipeline and provides ...

In this paper, we design a natural scene text detection and recognition model based on deep learning by model construction and in-depth study of wild scene text detection and recognition. This pape...

March 7, 2024 - In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....

April 11, 2026 - This paper aims to provide researchers with an in-depth understanding of current methodologies for creating inclusive, high-accuracy scene text detection models that cater to the linguistic needs of diverse regions and countries. This survey provides a comprehensive review of deep learning approaches for scene text identification, focusing on the technological advancements that enable robust text recognition in complex and varied natural environments.

August 22, 2025 - This survey provides a systematic review of deep learning-based scene text detection and recognition (STR) from 2015 to present. While building upon the foundational taxonomy established in [8], we significantly expand the coverage to include ...

Abstract—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 detection and recognition has been inescapably influenced by this wave of · revolution, consequentially entering the era of deep learning...

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July 2, 2021 - Text Detector says that the which detects the text from images by drawing the bounding box. Text Recognizer says that the which recognize the text from bounding box. Text Language Translation says that the recognized text can be translated into any other language. Machine Learning and Deep Learning are the subsets of Artificial Intelligence, but Deep Learning represents the next evolution of Machine Learning.

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In recent years, the community ... performance. This survey is aimed at summarizing and analyzing the major changes and significant progresses of scene text detection and recognition in the deep learning era....