Software Implementation of Gesture Recognition Algorithm Using Computer Vision
Date
2021-03-01
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Lviv Politechnic Publishing House
Abstract
This paper examines the main methods and
principles of image formation, display of the sign language
recognition algorithm using computer vision to improve
communication between people with hearing and speech
impairments. This algorithm allows to effectively recognize
gestures and display information in the form of labels. A
system that includes the main modules for implementing this
algorithm has been designed. The modules include the
implementation of perception, transformation and image
processing, the creation of a neural network using artificial
intelligence tools to train a model for predicting input gesture
labels. The aim of this work is to create a full-fledged program
for implementing a real-time gesture recognition algorithm
using computer vision and machine learning.
Description
Keywords
Computer Vision, Deep Learnig, Gaussian Blur, GrayScale, Image Classification, Image Segmenation, ML.NET, Thresholding
Citation
Kotyk V. Software Implementation of Gesture Recognition Algorithm Using Computer Vision / Vladyslav Kotyk, Oksana Lashko // Advances in Cyber-Physical Systems. — Lviv : Lviv Politechnic Publishing House, 2021. — Vol 6. — No 1. — P. 21–26.