The rapid growth of digital libraries, e-governance, and internet based applications has
caused an exponential escalation in the volume of 'Big-data'particularly due to texts, images …

Handbook of deep learning applications Smart Innovation, Systems and Technologies 136
Valentina Emilia Balas Sanjiban Sekhar Roy Dharmendra Sharma Pijush Samui Editors …

Separation of text and non-text is an essential processing step for any document analysis
system. Therefore, it is important to have a clear understanding of the state-of-the-art of …

Present attack methods can make state-of-the-art classification systems based on deep
neural networks mis-classify every adversarially modified test example. The design of …

Bank Cheques are used mainly for financial transactions due to which they are processed in
enormous amounts on daily basis around the globe. Often, Cheque execution time and …

The cheque based banking transactions are widely used all over the world. The reason is
that it is a hustle free and trusted way of money transaction. The existing cheque settlement …

Automatic processing of offline signature verification (in general) can be considered as a low-
cost solution to problems in biometrics in comparison with other solutions (eg fingerprint …

Automatic handwriting recognition systems are a very wide-ranging research topic for many
years. This type of intelligent systems is applied in various fields: Checks processing, forms …

This study presents a novel approach for Arabic video text recognition based on recurrent
neural networks. In fact, embedded texts in videos represent a rich source of information for …

A dataset containing 26,720 handwritten legal amount words written in Hindi and Marathi
languages (Devanagari script) is presented in this paper along with a training-free technique …