Online handwriting recognition systems for Indic and non-Indic scripts: a review
Handwriting recognition is one of the challenging tasks in the area of pattern recognition and
machine learning. Handwriting recognition has two flavors, namely, Offline Handwriting …
machine learning. Handwriting recognition has two flavors, namely, Offline Handwriting …
Deep learning for Arabic NLP: A survey
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 …
as computer vision, natural language processing (NLP) and speech processing. Many DL …
Online Arabic handwriting recognition: a survey
N Tagougui, M Kherallah, AM Alimi - International Journal on Document …, 2013 - Springer
Researches on handwriting recognition have known a great attention since it has been
considered as a technological revolution in man-machines interfaces especially that …
considered as a technological revolution in man-machines interfaces especially that …
A database of unconstrained Vietnamese online handwriting and recognition experiments by recurrent neural networks
We present our efforts to create a database of unconstrained Vietnamese online handwritten
text sampled from pen-based devices. The database stores handwritten text for paragraphs …
text sampled from pen-based devices. The database stores handwritten text for paragraphs …
Towards a novel biometric system for forensic document examination
Biometric systems have demonstrated an important enhancement in writer identification from
online handwriting. Indeed, writer identification is still a challenging task in the definition of a …
online handwriting. Indeed, writer identification is still a challenging task in the definition of a …
Arabic handwritten characters recognition using deep belief neural networks
M Elleuch, N Tagougui… - 2015 IEEE 12th …, 2015 - ieeexplore.ieee.org
In the handwriting recognition field, the deep learning is becoming the new trend thanks to
their ability to deal with unlabeled raw data especially with the huge size of raw data …
their ability to deal with unlabeled raw data especially with the huge size of raw data …
Deep neural network for online writer identification using beta-elliptic model
The online writer identification is a required component in many applications of Computer
vision and Pattern Recognition. The offline writer identification is more developed in …
vision and Pattern Recognition. The offline writer identification is more developed in …
Online Arabic writer identification based on beta-elliptic model
This paper proposes an automatic text-independent online Arabic writer identification
system. The main contribution of our system is to explore the utility of Beta-elliptic model in …
system. The main contribution of our system is to explore the utility of Beta-elliptic model in …
Online Arabic handwriting recognition with dropout applied in deep recurrent neural networks
R Maalej, N Tagougui… - 2016 12th IAPR Workshop …, 2016 - ieeexplore.ieee.org
Lately, Online Arabic Handwriting Recognition has been gaining more interest because of
the advances in technology such as the handwriting capturing devices and impressive …
the advances in technology such as the handwriting capturing devices and impressive …
Deep bidirectional long short-term memory for online multilingual writer identification based on an extended Beta-elliptic model and fuzzy elementary perceptual …
The development of pattern recognition and artificial intelligence domains owes the writer
identification challenge greatly. In fact, writer identification is still a challenging task in the …
identification challenge greatly. In fact, writer identification is still a challenging task in the …