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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | Review On Hand Gesture Recognition Using Machine Learning Techniques |
| Authors Name: | Pravin Teli , Mayank Dhamal , Prajakta Kadam , Siddhesh Chinchmalatpure , Ashwini Pandagale |
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| Author Reg. ID: |
IJNRD_184746
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| Published Paper Id: | IJNRD2212134 |
| Published In: | Volume 7 Issue 12, December-2022 |
| DOI: | |
| Abstract: | 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. |
| Keywords: | Hand Posture, Hand Gesture, Human Computer Interaction (HCI), Neural Network, Machine Learning, Image Processing |
| Cite Article: | "Review On Hand Gesture Recognition Using Machine Learning Techniques", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.7, Issue 12, page no.b337-b343, December-2022, Available :http://www.ijnrd.org/papers/IJNRD2212134.pdf |
| Downloads: | 000118758 |
| 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 |
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Published Paper ID:IJNRD2212134 Registration ID: 184746 Published In: Volume 7 Issue 12, December-2022 DOI (Digital Object Identifier): Page No: b337-b343 Country: Pune, Maharashtra, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2212134 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2212134 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
Journal Starting Year (ESTD) : 2016
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