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.

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Pravin Teli, Mayank Dhamal, Prajakta Kadam, Siddhesh Chinchmalatpure, & Ashwini Pandagale (December-2022). Review On Hand Gesture Recognition Using Machine Learning Techniques. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 7(12), b337-b343. 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: 000121982

Research Area: Computer Engineering 

Country: Pune, Maharashtra, India

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

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

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