DocumentCode
1796212
Title
An intelligent and robust multi-oriented image scene text detection
Author
Sayahi, Salem ; Ben Halima, Mohamed
Author_Institution
Univ. of Gabes, Gabes, Tunisia
fYear
2014
fDate
11-14 Aug. 2014
Firstpage
418
Lastpage
422
Abstract
Text in image is an important source of information. In this article, we describe an approach for detection of text in the scene file. Our method classify pixels into text and non-text areas using neural network and wavelet transformation. It is divided into two steps: a step offline and online step. The experimental results show the performance of our algorithm.
Keywords
image classification; neural nets; text detection; wavelet transforms; intelligent multioriented image scene text detection; neural network; offline step; online step; pixel classification; robust multioriented image scene text detection; scene file; wavelet transformation; Accuracy; Image color analysis; Manganese; Neural networks; Robustness; Vectors; Wavelet transforms; Neural Network; Text detection; wavelet;
fLanguage
English
Publisher
ieee
Conference_Titel
Soft Computing and Pattern Recognition (SoCPaR), 2014 6th International Conference of
Conference_Location
Tunis
Type
conf
DOI
10.1109/SOCPAR.2014.7008043
Filename
7008043
Link To Document