Nature

Deep convolutional neural network for isolated Arabic handwritten character recognition: design, evaluation, and comparative study

The recognition of handwritten Arabic characters offerings a multifaceted challenge that holds fundamental standing across domains such as document digitization, human-computer interaction, and ...
Nature

Multi-stage deep learning framework for robust recognition of overlapping and faded handwritten text in bank cheques

Automated recognition of handwritten text on bank cheques is crucial for streamlining financial transactions and reducing manual errors. However, traditional systems often encounter two significant ...