Urdu-text detection and recognition in natural scene images using deep learning

SY Arafat, MJ Iqbal - IEEE Access, 2020 - ieeexplore.ieee.org
Urdu text is a cursive script and belongs to a non-Latin family of other cursive scripts like
Arabic, Chinese, and Hindi. Urdu text poses a challenge for detection/localization from …

[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 …

Decade research on text detection in images/videos: a review

VN Manjunath Aradhya, HT Basavaraju… - Evolutionary Intelligence, 2021 - Springer
Text present in an image or a video is a good representative as it provides semantic
information of a respective image or video frame. Nowadays detection of textual information …

Cursive character recognition in natural scene images using a multilevel convolutional neural network fusion

AA Chandio, M Asikuzzaman, MR Pickering - IEEE Access, 2020 - ieeexplore.ieee.org
The accuracy of current natural scene text recognition algorithms is limited by the poor
performance of character recognition methods for these images. The complex backgrounds …

Detection and recognition of cursive text from video frames

A Mirza, O Zeshan, M Atif, I Siddiqi - EURASIP Journal on Image and Video …, 2020 - Springer
Textual content appearing in videos represents an interesting index for semantic retrieval of
videos (from archives), generation of alerts (live streams), as well as high level applications …

Character classification and recognition for Urdu texts in natural scene images

AA Chandio, M Pickering, K Shafi - … international conference on …, 2018 - ieeexplore.ieee.org
In this research work, classification and recognition methods are presented and compared
for Urdu characters in natural scenes. Urdu text is a type of cursive text, and the detection or …

Urdu natural scene character recognition using convolutional neural networks

A Ali, M Pickering, K Shafi - 2018 IEEE 2nd international …, 2018 - ieeexplore.ieee.org
In this paper we investigate the challenging problem of cursive text recognition in natural
scene images. In particular, we have focused on isolated Urdu character recognition in …

Multilingual text detection with nonlinear neural network

L Li, S Yu, L Zhong, X Li - Mathematical Problems in …, 2015 - Wiley Online Library
Multilingual text detection in natural scenes is still a challenging task in computer vision. In
this paper, we apply an unsupervised learning algorithm to learn language‐independent …

Artificial Urdu text detection and localization from individual video frames

S Unar, AH Jalbani, MM Jawaid… - … Research Journal of …, 2018 - search.informit.org
In current era of technology, information acquisition from images and videos become most
important task due to the rapid development of data mining and machine learning. The …

[PDF][PDF] Multilingual artificial text extraction and script identification from video images

A Jamil, A Batool, Z Malik, A Mirza… - International Journal of …, 2016 - researchgate.net
This work presents a system for extraction and script identification of multilingual artificial text
appearing in video images. As opposed to most of the existing text extraction systems which …