Natural scene text recognition based on encoder-decoder framework

LQ Zuo, HM Sun, QC Mao, R Qi, RS Jia - IEEE Access, 2019 - ieeexplore.ieee.org
… MODEL FRAMEWORK The scene text recognition framework in this paper includes the
Encoder-Decoder process. The scene image to be recognized first extracts the feature sequence …

Synthetic data and artificial neural networks for natural scene text recognition

M Jaderberg, K Simonyan, A Vedaldi… - arXiv preprint arXiv …, 2014 - arxiv.org
… In this work we present a framework for the recognition of natural scene text. Our framework
recognition on the whole image holistically, departing from the character based recognition

Robust scene text recognition with automatic rectification

B Shi, X Wang, P Lyu, C Yao, X Bai - … and pattern recognition, 2016 - cv-foundation.org
… For these reasons, scene text recognition has attracted great … Recognition (OCR) [26],
recognizing text in natural images, rather than scanned documents, is still challenging. Scene text

End-to-end scene text recognition

K Wang, B Babenko, S Belongie - … International conference on …, 2011 - ieeexplore.ieee.org
… of word detection and recognition in natural images. The … While scene text recognition has
generally been treated with … the door for real world scene text recognition to benefit from the …

Synthetically supervised feature learning for scene text recognition

Y Liu, Z Wang, H Jin, I Wassell - Proceedings of the …, 2018 - openaccess.thecvf.com
… We design a novel scene text recognition algorithm that learns a descriptive and robust
text … Synthetic data and artificial neural networks for natural scene text recognition. In: NIPS …

Review of natural scene text detection and recognition based on deep learning

王建新, 王子亚, 田萱 - Journal of Software, 2020 - jos.org.cn
… of natural scene text detection and recognition and the main … of natural scene text information
processing, the text detection model, text recognition model and end-to-end text recognition

[PDF][PDF] Towards text recognition in natural scene images

B Gatos, I Pratikakis, S Perantonis - Proceedings of Int. Conf. Automation …, 2005 - Citeseer
… The research field of scene text recognitionNatural scene images usually suffer from low
resolution and low quality, perspective distortion and complex background [1]. Scene text is …

Scene text recognition from two-dimensional perspective

M Liao, J Zhang, Z Wan, F Xie, J Liang, P Lyu… - Proceedings of the AAAI …, 2019 - aaai.org
… In principle, directly compressing features of text into a one-… In this paper, we approach
scene text recognition from a two-… the scene text recognition problem in a new and natural

Accurate scene text recognition based on recurrent neural network

B Su, S Lu - Computer Vision–ACCV 2014: 12th Asian Conference …, 2015 - Springer
… However, there still exists a large gap for computer understanding of texts in natural scene.
This paper presents a novel scene text recognition system that makes use of the HOG feature …

HMM-based multi oriented text recognition in natural scene image

S Roy, PP Roy, P Shivakumara… - … Pattern Recognition, 2013 - ieeexplore.ieee.org
natural scene text recognition, we have three classes of methods that are: (i) methods [3] to
recognize the segmented text … and recognize the text without segmentation of text lines using …