Process of information extraction (IE) is used to extract useful information from unstructured or semi-structured data. Big data arise new challenges for IE techniques with the rapid …
The recent advances in deep learning (DL) have caused breakthroughs in many fields such as computer vision, natural language processing (NLP) and speech processing. Many DL …
T Bluche, R Messina - 2017 14th IAPR international …, 2017 - ieeexplore.ieee.org
In this paper, we propose a new neural network architecture for state-of-the-art handwriting recognition, alternative to multi-dimensional long short-term memory (MD-LSTM) recurrent …
Text recognition in natural scene images is a challenging problem in computer vision. Different than the optical character recognition (OCR), text recognition in natural scene …
X Liu, G Meng, C Pan - International Journal on Document Analysis and …, 2019 - Springer
Scene text detection and recognition has become a very active research topic in recent several years. It can find many applications in reality ranging from navigation for vision …
According to statistics, there are 422 million speakers of the Arabic language. Islam is the second-largest religion in the world, and its followers constitute approximately 25% of the …
Unconstrained text recognition in videos is a very challenging task that begins to draw the attention of the OCR community. However, for Arabic video contents, this problem is much …
This paper proposes a dataset, called ALIF, for Arabic embedded text recognition in TV broadcast. The dataset is publicly available for a non-commercial use. It is composed of a …
Urdu is a widely spoken and narrated language in several South-Asian countries and communities worldwide. It is relatively hard to recognize Urdu text compared to other …