Scene text recognition using higher order language priors

A Mishra, K Alahari, CV Jawahar - BMVC-British machine vision …, 2012 - inria.hal.science
The problem of recognizing text in images taken in the wild has gained significant attention
from the computer vision community in recent years. Contrary to recognition of printed …

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
does not require any human-labelled data, and performs word recognition on the whole …

Multi-granularity prediction for scene text recognition

P Wang, C Da, C Yao - European Conference on Computer Vision, 2022 - Springer
Scene text recognition (STR) has been an active research topic in computer vision for years.
To tackle this challenging problem, numerous innovative methods have been successively …

Synthetically supervised feature learning for scene text recognition

Y Liu, Z Wang, H Jin, I Wassell - Proceedings of the …, 2018 - openaccess.thecvf.com
We address the problem of image feature learning for scene text recognition. The image
features in the state-of-the-art methods are learned from large-scale synthetic image …

Scene text recognition using similarity and a lexicon with sparse belief propagation

JJ Weinman, E Learned-Miller… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Scene text recognition (STR) is the recognition of text anywhere in the environment, such as
signs and storefronts. Relative to document recognition, it is challenging because of font …

Whole is greater than sum of parts: Recognizing scene text words

V Goel, A Mishra, K Alahari… - 2013 12th international …, 2013 - ieeexplore.ieee.org
Recognizing text in images taken in the wild is a challenging problem that has received
great attention in recent years. Previous methods addressed this problem by first detecting …

Accurate scene text recognition based on recurrent neural network

B Su, S Lu - Computer Vision–ACCV 2014: 12th Asian Conference …, 2015 - Springer
Scene text recognition is a useful but very challenging task due to uncontrolled condition of
text in natural scenes. This paper presents a novel approach to recognize text in scene …

Dictionary-guided scene text recognition

N Nguyen, T Nguyen, V Tran, MT Tran… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract Language prior plays an important role in the way humans perceive and recognize
text in the wild. In this work, we present an approach to train and use scene text recognition …

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
Inspired by speech recognition, recent state-of-the-art algorithms mostly consider scene text
recognition as a sequence prediction problem. Though achieving excellent performance …

[PDF][PDF] Strokelets: A Learned Multi-Scale Representation for Scene Text Recognition

X Bai, C Yao, W Liu - IEEE conference on computer vision and …, 2014 - cv-foundation.org
Driven by the wide range of applications, scene text detection and recognition have become
active research topics in computer vision. Though extensively studied, localizing and …