[PDF][PDF] Automatic scene text recognition using a convolutional neural network

Z Saidane, C Garcia - Workshop on Camera-Based Document …, 2007 - m.cs.osakafu-u.ac.jp
This paper presents an automatic recognition method for color text characters extracted from
scene images, which is robust to strong distortions, complex background, low resolution and …

A gradient vector flow-based method for video character segmentation

TQ Phan, P Shivakumara, B Su… - … conference on document …, 2011 - ieeexplore.ieee.org
In this paper, we propose a method based on gradient vector flow for video character
segmentation. By formulating character segmentation as a minimum cost path finding …

Text recognition in multimedia documents: a study of two neural-based ocrs using and avoiding character segmentation

K Elagouni, C Garcia, F Mamalet, P Sébillot - International Journal on …, 2014 - Springer
Text embedded in multimedia documents represents an important semantic information that
helps to automatically access the content. This paper proposes two neural-based optical …

Algorithms for video retargeting

S Kopf, T Haenselmann, J Kiess, B Guthier… - Multimedia tools and …, 2011 - Springer
The visualization of high resolution video on small mobile devices is still a great challenge
today. Most critical are the limited display resolution and different aspect ratios of handheld …

A comprehensive neural-based approach for text recognition in videos using natural language processing

K Elagouni, C Garcia, P Sébillot - Proceedings of the 1st ACM …, 2011 - dl.acm.org
This work aims at helping multimedia content understanding by deriving benefit from textual
clues embedded in digital videos. For this, we developed a complete video Optical …

Enhancing curvature scale space features for robust shape classification

S Kopf, T Haenselmann… - 2005 IEEE International …, 2005 - ieeexplore.ieee.org
The curvature scale space (CSS) technique, which is also part of the MPEG-7 standard, is a
robust method to describe complex shapes. The central idea is to analyze the curvature of a …

Recognizing natural scene characters by convolutional neural network and bimodal image enhancement

Y Zhu, J Sun, S Naoi - … -Based Document Analysis and Recognition: 4th …, 2012 - Springer
In this paper, a natural scene character recognition method using convolutional neural
network (CNN) and bimodal image enhancement is proposed. CNN based grayscale …

A new method for word segmentation from arbitrarily-oriented video text lines

N Sharma, P Shivakumara, U Pal… - … on Digital Image …, 2012 - ieeexplore.ieee.org
Word segmentation has become a research topic to improve OCR accuracy for video text
recognition, because a video text line suffers from arbitrary orientation, complex background …

The image text recognition graph (iTRG)

Z Saidane, C Garcia, JL Dugelay - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
This paper presents a graph based scheme for color text recognition in images and videos,
which is particularly robust to complex background, low resolution or video coding artifacts …

An automatic method for video character segmentation

Z Saidane, C Garcia - Image Analysis and Recognition: 5th International …, 2008 - Springer
This paper presents an automatic segmentation system for characters in text color images
cropped from natural images or videos based on a new neuronal architecture insuring fast …