Abstract Offline Script Identification (OSI) facilitates many important applications such as
automatic archiving of multilingual documents, searching online/offline archives of document …

In recent years, with the widespread of Internet and digitized processing of multi-script
documents worldwide, script identification techniques have become more important in the …

Script recognition has many real-life applications like optical character recognition,
document archiving, writer identification, searching within the documents, etc. Automatic …

Sinhala is the native language of the Sinhalese people who make up the largest ethnic
group of Sri Lanka. The language belongs to the globe-spanning language tree, Indo …

Aiming at the problems of curse of dimensionality, sparse data and long computation time in
traditional SVM classification algorithm based on term frequency-inverse document …

Handwritten document image dataset is one of the basic necessities to conduct research on
developing Optical Character Recognition (OCR) systems. In a multilingual country like …

This paper presents a deep learning architecture modified for resource-constrained
environments, called Non-Fully-Connected Network or NFC-Net, based on convolutional …

A noteworthy achievement has been accomplished in developing optical character
recognition (OCR) systems for different Indic scripts handwritten document images. But in a …

Multiple instance learning (MIL) has been proposed to classify the bag of instances. In
practice, we may meet the problems which have more than one view data. For example, in …

To make paperless environment in office, document image analysis, where optical character
recognition is mostly used, plays a major role. The documents such as bank cheques …