In recent years, it has been shown that multidimensional recurrent neural networks (MDRNN) perform very well in offline handwriting recognition problems like the OpenHaRT 2013 Document Image Recognition (DIR) task. With suitable writing preprocessing and dictionary lookup, our ARGUS software completed this task with an error rate of 26.27% in its primary setup. Keywords—handwriting recognition,...

The proposed project is an implementation of speaker recognition systems, both identification and verification. The systems are built using Gaussian Mixture Models, as proposed in several papers from Douglas A. Reynolds. The use of Fractional Covariance Matrix is studied as an possible increase for the traditional recognition systems. keywords: speaker recognition; Gaussian Mixture Models; like...

This survey describes the state of art of feature extraction based on allograph in the field of character recognition. It is based on extensive review of the literature on various definitions given by researchers on shape recognition algorithms particularly based on allograph. Keywords— Optical Character Recognition, allograph, feature extraction.

the chechen republic (commonly referred to as chechnya) is a part of vast territory of russian federation that has been a source of contention since collapse of the soviet :union:. identity elements and tattered cultural bonds have strained ties between two nations of chechnya and russia. various aspects of crisis in chechnya have been addressed by many theoretical approaches of international r...

This document gives formatting guidelines for authors preparing papers for publication in the International Journal of Emerging Technology and Advanced Engineering The authors must follow the instructions given in the document for the papers to be published. Keywords—Keyword are your own designated keyword which can be used for easy location of the manuscript using any search engines. It includ...

Keyword-based linked data information retrieval is an easy choice for general-purpose users, but the implementation of such an approach is a challenge because mere keywords do not hold semantic information. Some studies have incorporated templates in an effort to bridge this gap, but most such approaches have proven ineffective because of inefficient template management. Because linked data can...