Text detection, recognition, and script identification in natural scene images: A Review

V Naosekpam, N Sahu - International Journal of Multimedia Information …, 2022 - Springer
Text in natural scene images plays a vital role in scene understanding. It contains a rich and
abundant amount of valuable semantic information useful in many applications such as …

Geometry-aware scene text detection with instance transformation network

F Wang, L Zhao, X Li, X Wang… - Proceedings of the IEEE …, 2018 - openaccess.thecvf.com
Localizing text in the wild is challenging in the situations of complicated geometric layout of
the targets like random orientation and large aspect ratio. In this paper, we propose a …

Scene text detection in natural images: a review

D Cao, Y Zhong, L Wang, Y He, J Dang - Symmetry, 2020 - mdpi.com
Scene text detection is attracting more and more attention and has become an important
topic in machine vision research. With the development of mobile IoT (Internet of things) and …

Towards accurate scene text detection with bidirectional feature pyramid network

D Cao, J Dang, Y Zhong - Symmetry, 2021 - mdpi.com
Scene text detection, this task of detecting text from real images, is a hot research topic in the
machine vision community. Most of the current research is based on an anchor box. These …

An algorithm for scene text detection using multibox and semantic segmentation

H Qin, H Zhang, H Wang, Y Yan, M Zhang, W Zhao - Applied Sciences, 2019 - mdpi.com
An outside mutual correction (OMC) algorithm for natural scene text detection using multibox
and semantic segmentation was developed. In the OMC algorithm, semantic segmentation …

[PDF][PDF] 自然场景图像中的文本检测综述

王润民, 桑农, 丁丁, 陈杰, 叶齐祥, 高常鑫, 刘丽 - 自动化学报, 2018 - aas.net.cn
摘要本文对自然场景文本检测问题及其方法的研究进展进行了综述. 首先,
论述了自然场景文本的特点, 自然场景文本检测技术的研究背景, 现状以及主要技术路线. 其次 …

A Post-processing method for text detection based on geometric features

X Qiu, S Chen, R Li, D Wang, X Lin - IEEE Access, 2021 - ieeexplore.ieee.org
Deep learning text detection is generally divided into two steps: prediction candidate box of
depth model and post-processing, and post-processing usually uses NMS or prediction box …

Resource-Aware Scene Text Recognition Using Learned Features, Quantization, and Contour-Based Character Extraction

OA Ademola, E Petlenkov, M Leier - IEEE Access, 2023 - ieeexplore.ieee.org
Scene texts serve as valuable information for humans and autonomous systems to make
informed decisions. Processing scene texts poses significant difficulties for computer …

[PDF][PDF] Towards Accurate Scene Text Detection with Bidirectional Feature Pyramid Network. Symmetry 2021, 13, 486

D Cao, J Dang, Y Zhong - 2021 - pdfs.semanticscholar.org
Scene text detection, this task of detecting text from real images, is a hot research topic in the
machine vision community. Most of the current research is based on an anchor box. These …

面向精确定位的列车车号文本定位与识别

艾鑫, 邹琪, 罗常津 - 计算机辅助设计与图形学学报, 2020 - jcad.cn
针对现有文本定位方法应用于列车车号易出现定位边界不紧凑, 面积占比小的车号漏检率高的
问题, 提出一种面向小尺度目标精确定位的列车车号定位与识别方法. 其基于CTPN 改进 …