Review On Hand Gesture Recognition Using Machine Learning Techniques

Review On Hand Gesture Recognition Using Machine Learning Techniques

Registration ID: IJNRD_184746

Published ID: IJNRD2212134

DOI: Click Here to Get

Pravin Teli , Mayank Dhamal , Prajakta Kadam , Siddhesh Chinchmalatpure , Ashwini Pandagale

Hand Posture, Hand Gesture, Human Computer Interaction (HCI), Neural Network, Machine Learning, Image Processing

Hand gestures are a form of non-verbal communication that can be used in a variety of areas, such as Deaf-mute communication, robot control, human-computer interaction (HCI), home automation and medical applications. Research papers based on hand gestures were adopted for studying for many different techniques, including those based on instrumented sensor technology and Computer vision. In other words, the hand signal can be divided into many categories such as posture and gestures as well as dynamic and static or a mixture of both. This document focuses on an overview of the hand gesture literature. techniques and presents their advantages and limitations under other circumstances. In addition, the performance of these methods is tabulated, with a focus on computer vision techniques dealing with similarity and difference points, manual segmentation technique used, classification algorithms and disadvantages, number and types of gestures, data set used, detection range (distance) and camera type used. This document is a high-level overview of hand gesture methods with a brief discussion of some possible applications.

Published Paper   E-Certificate

"Review On Hand Gesture Recognition Using Machine Learning Techniques", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.7, Issue 12, page no.b337-b343, December-2022, Available :https://ijnrd.org/papers/IJNRD2212134.pdf

Volume 7 Issue 12, December-2022

Pages : b337-b343

Paper Reg. ID: IJNRD_184746

Published Paper Id: IJNRD2212134

Downloads: 000121191

Research Area: Computer Engineering 

Country: Pune, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2212134.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2212134

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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