Title :
An intelligent and robust multi-oriented image scene text detection
Author :
Sayahi, Salem ; Ben Halima, Mohamed
Author_Institution :
Univ. of Gabes, Gabes, Tunisia
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;
Conference_Titel :
Soft Computing and Pattern Recognition (SoCPaR), 2014 6th International Conference of
Conference_Location :
Tunis
DOI :
10.1109/SOCPAR.2014.7008043
