Hand Gesture Recognition Using Deep Learning Techniques-Review
Abstract
Hand gesture recognition is a crucial component of human-computer interaction (HCI), enabling natural and contactless interaction with digital systems. Various methods, including image processing, machine learning, and deep learning, have been explored to improve accuracy and real-time performance. This paper presents a comprehensive review of ten recent research papers on hand gesture recognition. A comparative analysis is conducted based on factors such as technology used, dataset, accuracy, and key findings. The study highlights advancements, existing challenges, and potential future developments in the field of hand gesture recognition.
Keywords:
Hand Gesture Recognition, Human-Computer Interaction (HCI), Machine Learning,, Deep Learning, Real-Time Performance, Image Processing
Published
Issue
Section
License
Copyright (c) 2025 International Journal on Emerging Research Areas
This work is licensed under a Creative Commons Attribution 4.0 International License.
All published work in this journal is licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0). This license permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
How to Cite
Similar Articles
- Naveen Philip Abraham, Joppen George, Kevin Sajan, Jonathan Chandy, Jonathan Chandy, Bini M. Issac, Advancements in Assistive Technologies: Enhancing Independence and Accessibility for the Visually Impaired , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Able Jacob, Serah Mary Samuel, Saniya David, Siva Anil, AutoCrypt: Blockchain-Integrated Vehicle Access Control , International Journal on Emerging Research Areas: Vol. 6 No. 1 (2026): IJERA
- Dr.Sinciya P.O , Ameena Ismail, Christin Abu, Don P Mathew, Gokul Krishnan G , Enhancing LSD Image Classification Techniques A Literature Review on Classification Techniques , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Shahina K.K, Abia Paul , Adole Saju, Hemil Antony, Sherin Paulose, Literature Survey On Windows Incident Response Tool , International Journal on Emerging Research Areas: Vol. 6 No. 1 (2026): IJERA
- Dr.Sinciya P O, Evelyn Susan Jacob, Steve Alex, Cybersecurity Challenges and Solutions in Edge Computing for IoT , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Joel Jones, Jaick T Kurian, Jesvin Jelson Thachil, Drishya K. V., Aswin Nandakumar, A Comprehensive Review of Graph-Based Forensic Timeline Reconstruction: Analysis of the Timelance Framework , International Journal on Emerging Research Areas: Vol. 6 No. 1 (2026): IJERA
- Aiman Shahul, L Pavithra, Eldhose KV, S Thasni, Dany Jennez, S Resmara, Sand Battery Technology: A Promising Solution for Renewable Energy Storage , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Athul Das, Dan Kuruvilla, Amrutha P Chandran, Blesson V Monichan, Elias Janson K, TRIMBOT: AUTONOMOUS GRASS CUTTING ROBOT USING GPS NAVIGATION , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
- Nivedh Mohanan, Subhash P C, Subin K S, Subin V Ninan, Elisabeth Thomas, S N Kumar, A Qualitative Study on Segmentation of MR Images of Brain for Neuro Disorder Analysis , International Journal on Emerging Research Areas: Vol. 3 No. 1 (2023): IJERA
- Mrs.Resmipriya M G, Aakarsh P, Abel VJ, Deepak Denny David, Francis Tom, Wise Care: A Comprehensive Mobile Application with Conversational Chatbot and Medical Assistance , International Journal on Emerging Research Areas: Vol. 4 No. 1 (2024): IJERA
You may also start an advanced similarity search for this article.