Research Article
Hand Gesture Recognition based Virtual Mouse using CNN
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
|
| Volume 184 - Issue 20 |
| Published: Jul 2022 |
| Authors: Aabha Waichal, Mauli Gandhi, Srushti Bhagwat, Amruta Bhanji, Shalaka Deore, Shubhangi Ingale |
10.5120/ijca2022922217
|
Aabha Waichal, Mauli Gandhi, Srushti Bhagwat, Amruta Bhanji, Shalaka Deore, Shubhangi Ingale . Hand Gesture Recognition based Virtual Mouse using CNN. International Journal of Computer Applications. 184, 20 (Jul 2022), 19-23. DOI=10.5120/ijca2022922217
@article{ 10.5120/ijca2022922217,
author = { Aabha Waichal,Mauli Gandhi,Srushti Bhagwat,Amruta Bhanji,Shalaka Deore,Shubhangi Ingale },
title = { Hand Gesture Recognition based Virtual Mouse using CNN },
journal = { International Journal of Computer Applications },
year = { 2022 },
volume = { 184 },
number = { 20 },
pages = { 19-23 },
doi = { 10.5120/ijca2022922217 },
publisher = { Foundation of Computer Science (FCS), NY, USA }
}
%0 Journal Article
%D 2022
%A Aabha Waichal
%A Mauli Gandhi
%A Srushti Bhagwat
%A Amruta Bhanji
%A Shalaka Deore
%A Shubhangi Ingale
%T Hand Gesture Recognition based Virtual Mouse using CNN%T
%J International Journal of Computer Applications
%V 184
%N 20
%P 19-23
%R 10.5120/ijca2022922217
%I Foundation of Computer Science (FCS), NY, USA
Abstract
Advancements in the field of computer have been a crucial point in the history of mankind. It has proved to be beneficial in many countless fields. Input and output devices which are of utmost importance have also undergone numerous changes. Human Computer Interface (HCI) is an important part of computer systems. Mouse which is one of the input devices is constantly evolving giving rise to various alternatives like touchscreens. But still traditional mouse is prevalent. In this paper, we have developed a virtual mouse which can potentially replace traditional mouse. It detects hand in the live feed, recognizes hand gestures and Convolutional Neural Network (CNN) classifies them and accordingly appropriate mouse operation is done. Hand gestures which make up a crucial part of HCI are employed in this system.
References
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