Call for Papers:Vol.10 Issue.6

Submission
Last date		 30-Dec-2024
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-10,Issue-6. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.
PaperId: :  19380
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19380
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
KAVITHA RBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
Janasruthi S UBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
Lokitha SBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM
Tharani GBANNARI AMMAN INSTITUTE OF TECHNOLOGY, SATHYAMANGALAM

Abstract

Computer Science and Engineering
Computer vision, hand gesture recognition, Media-pipe, virtual mouse.
The use of hand gesture recognition in controlling virtual devices has become popular due to the advancement of artificial intelligence technology. A hand gesture-controlled virtual mouse system that utilizes AI algorithms to recognize hand gestures and translate them into mouse movements is proposed in this paper. The system is designed to provide an alternative interface for people who have difficulty using a traditional mouse or keyboard. The proposed system uses a camera to capture images of the user’s hand, which are processed by an AI algorithm to recognize the gestures being made. The system is trained using a dataset of hand gestures to recognize different gestures. Once the gesture is recognized, it is translated into a corresponding mouse movement, which is then executed on the virtual screen. The system is designed to be scalable and adaptable to different types of environments and devices. All the input operations can be virtually controlled by using dynamic/static hand gestures along with a voice assistant. In our work we make use of ML and Computer Vision algorithms to recognize hand gestures and voice commands, which works without any additional hardware requirements. The model is implemented using CNN and mediapipe framework. This system has potential applications like enabling hand-free operation of devices in hazardous environments and providing an alternative interface for hardware mouse. Overall, the hand gesture-controlled virtual mouse system offers a promising approach to enhance user experience and improve accessibility through human-computer interaction. Keyword: Computer vision, hand gesture recognition, Media-pipe, virtual mouse.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence." International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 307-320
MLA KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 307-320.
APA KAVITHA R, Janasruthi S U, Lokitha S, & Tharani G. (2023). Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 307-320.
Chicago KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 307-320.
Oxford KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. 'Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 307-320. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf (Accessed : ).
Harvard KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. (2023) 'Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 307-320IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf (Accessed : )
IEEE KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G, "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 307-320, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf [Accessed : ].
Turabian KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. "Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 ().
Vancouver KAVITHA R, Janasruthi S U, Lokitha S, and Tharani G. Hand Gesture Controlled Virtual Mouse Using Artificial Intelligence.. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(2) : 307-320. Available from: https://ijariie.com/AdminUploadPdf/Hand_Gesture_Controlled_Virtual_Mouse_Using_Artificial_Intelligence__ijariie19380.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads



Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
Influence of AI in Automobile IndustryComputer EngineeringVaibhav Tiwari Download
AI in Blockchain & CryptoBlockchain & CryptocurrencyParv Sharma Download
Role of Database in Modern Life ApplicationComputer EngineeringAbhishek Sharma Download
Review on Augmented Reality and Virtual Reality in EducationComputer Engineering Harshita Jain Download
Investigating the Effect of Interactive Learning Modules on Students' Engagement and Performance in Computer Science CoursesComputer ScienceAmil Mustafa Abdulhamid Rashid Download
Development of Wireless Sensor Network Protocol using Fuzzy logic and Optimization Routing AlgorithmComputer ScienceMs.Dimpal Patel Download
GreenTech Urbanism: The Role of IoT and Machine Learning in Environmental MonitoringComputer Science and EngineeringSowmya Shetty Download
SURVEY ON DETECTION OF PHISHING WEBSITE USING MACHINE LEARNINGComputer Science and EngineeringYawalkar Prasad Pramod Download
Enhancement of Health Data Accuracy Using Neural Network Algorithmneaural networkGautam Prakash Download
AI-BASED PLACEMENT PARTNER: ENHANCING CAREER PREPARATION THROUGH ADVANCED LEARNING TECHNOLOGIESComputer Science & EngineeringSaranya MK Download
ARTIFICIAL INTELLIGENCE IN HEALTH CARE - AN OVERVIEWComputer EngineeringPaleti Surekha Download
A Comparative Study of Maze-Solving Algorithms: Performance, Complexity, and Practical Applications in AI and RoboticsComputer EngineeringNakka Sai Magh Reddy Download
Encryption and Decryption WebsiteComputer Science and EngineeringGokul Kumar R Download
Digital BiomarkersComputer EngineeringHemakanth Sharma R Download
ENSURING FAIRNESS AND TRANSPARENCY IN AI SYSTEMS FOR HEALTHCARE AND CRIMINAL JUSTICE APPLICATIONSComputer EngineeringManu Gowda Download
12