Real-time scene text localization and recognition

L Neumann, J Matas - 2012 IEEE conference on computer …, 2012 - ieeexplore.ieee.org
An end-to-end real-time scene text localization and recognition method is presented. The
real-time performance is achieved by posing the character detection problem as an efficient …

A method for text localization and recognition in real-world images

L Neumann, J Matas - Computer Vision–ACCV 2010: 10th Asian …, 2011 - Springer
A general method for text localization and recognition in real-world images is presented. The
proposed method is novel, as it (i) departs from a strict feed-forward pipeline and replaces it …

Vehicle license plate recognition based on extremal regions and restricted Boltzmann machines

C Gou, K Wang, Y Yao, Z Li - IEEE transactions on intelligent …, 2015 - ieeexplore.ieee.org
This paper presents a vehicle license plate recognition method based on character-specific
extremal regions (ERs) and hybrid discriminative restricted Boltzmann machines (HDRBMs) …

Scene text detection via connected component clustering and nontext filtering

HI Koo, DH Kim - IEEE transactions on image processing, 2013 - ieeexplore.ieee.org
In this paper, we present a new scene text detection algorithm based on two machine
learning classifiers: one allows us to generate candidate word regions and the other filters …

Efficient maximally stable extremal region (MSER) tracking

M Donoser, H Bischof - 2006 IEEE computer society …, 2006 - ieeexplore.ieee.org
This paper introduces a tracking method for the well known local MSER (Maximally Stable
Extremal Region) detector. The component tree is used as an efficient data structure, which …

Real-time lexicon-free scene text localization and recognition

L Neumann, J Matas - IEEE transactions on pattern analysis …, 2015 - ieeexplore.ieee.org
An end-to-end real-time text localization and recognition method is presented. Its real-time
performance is achieved by posing the character detection and segmentation problem as an …

Text localization in real-world images using efficiently pruned exhaustive search

L Neumann, J Matas - 2011 International Conference on …, 2011 - ieeexplore.ieee.org
An efficient method for text localization and recognition in real-world images is proposed.
Thanks to effective pruning, it is able to exhaustively search the space of all character …

Detecting overlapping instances in microscopy images using extremal region trees

C Arteta, V Lempitsky, JA Noble, A Zisserman - Medical image analysis, 2016 - Elsevier
In many microscopy applications the images may contain both regions of low and high cell
densities corresponding to different tissues or colonies at different stages of growth. This …

MSER-based real-time text detection and tracking

L Gomez, D Karatzas - 2014 22nd International Conference on …, 2014 - ieeexplore.ieee.org
We present a hybrid algorithm for detection and tracking of text in natural scenes that goes
beyond the full-detection approaches in terms of time performance optimization. A state-of …

Text detection in scene images based on exhaustive segmentation

Y Wei, Z Zhang, W Shen, D Zeng, M Fang… - Signal Processing: Image …, 2017 - Elsevier
In recent years, significant progress has been made in detecting text in scene images.
However, most of state-of-the-art approaches can not work well when encountered blurred …