Sign Language Recognition using Neural Networks
Journal Title: TEM JOURNAL - Year 2014, Vol 3, Issue 4
Abstract
Sign language plays a great role as communication media for people with hearing difficulties.In developed countries, systems are made for overcoming a problem in communication with deaf people. This encouraged us to develop a system for the Bosnian sign language since there is a need for such system. The work is done with the use of digital image processing methods providing a system that teaches a multilayer neural network using a back propagation algorithm. Images are processed by feature extraction methods, and by masking method the data set has been created. Training is done using cross validation method for better performance thus; an accuracy of 84% is achieved.
Authors and Affiliations
Sabaheta Đogić, Gunay Karli
Breach of Personal Security through Applicative use of Online Social Networks
Throughout this article there is an attempt to indicate the threats of potential to breach of personal security through applicative use of internet as well as applicative use of online social networks. In addition...
Power Parameters and Efficiency of Class B Amplifier Operating with Resistive Load and Random Signal
The work presented in this paper provides a theoretical analysis and estimation of the most important power parameters of the class B amplifiers operating with random signals and resistive loads, i.e. loudspeaker w...
Application of the Scoring Model for Assessing the Credit Rating of Principals
One of the most commonly used methods for assessing the credit rating of counterparties is a credit scoring model or credit scoring. Economic pressures, resulting in increased demand for loans, along with increasin...
Optimization of Time Structures in Manufacturing Management by using Scheduling Software Lekin
In each manufacturing plant it is one of the basic requirements to produce the largest quantity of products in the shortest time and at the lowest price. In performance of these requirements used are diverse modern...
Combining and Supporting Expert Based Learning and Academic Based Learning in Developing Mobile Learning Knowledge Management System
The focus of this research is to review and realize comparative analysis of Knowledge Management, Mobile Learning, Adaptive Learning Environments, with analysis of Expert Based learning, and Academic Learning. The inters...