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Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques
The goal of this project is to write a program in the C++ language that can recognize motions made by a subject in front of a camera. To do this, in the first place, a sequence of distance images has been obtained using a depth camera. Later, these images are processed through a series of blocks int...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8767380/ https://www.ncbi.nlm.nih.gov/pubmed/35069776 http://dx.doi.org/10.1155/2022/1905151 |
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author | Alhamazani, Khalid Twarish Alshudukhi, Jalawi Aljaloud, Saud Abebaw, Solomon |
author_facet | Alhamazani, Khalid Twarish Alshudukhi, Jalawi Aljaloud, Saud Abebaw, Solomon |
author_sort | Alhamazani, Khalid Twarish |
collection | PubMed |
description | The goal of this project is to write a program in the C++ language that can recognize motions made by a subject in front of a camera. To do this, in the first place, a sequence of distance images has been obtained using a depth camera. Later, these images are processed through a series of blocks into which the program has been divided; each of them will yield a numerical or logical result, which will be used later by the following blocks. The blocks into which the program has been divided are three; the first detects the subject's hands, the second detects if there has been movement (and therefore a gesture has been made), and the last detects the type of gesture that has been made accomplished. On the other hand, it intends to present to the reader three unique techniques for acquiring 3D images: stereovision, structured light, and flight time, in addition to exposing some of the most used techniques in image processing, such as morphology and segmentation. |
format | Online Article Text |
id | pubmed-8767380 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-87673802022-01-20 Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques Alhamazani, Khalid Twarish Alshudukhi, Jalawi Aljaloud, Saud Abebaw, Solomon Comput Math Methods Med Research Article The goal of this project is to write a program in the C++ language that can recognize motions made by a subject in front of a camera. To do this, in the first place, a sequence of distance images has been obtained using a depth camera. Later, these images are processed through a series of blocks into which the program has been divided; each of them will yield a numerical or logical result, which will be used later by the following blocks. The blocks into which the program has been divided are three; the first detects the subject's hands, the second detects if there has been movement (and therefore a gesture has been made), and the last detects the type of gesture that has been made accomplished. On the other hand, it intends to present to the reader three unique techniques for acquiring 3D images: stereovision, structured light, and flight time, in addition to exposing some of the most used techniques in image processing, such as morphology and segmentation. Hindawi 2022-01-11 /pmc/articles/PMC8767380/ /pubmed/35069776 http://dx.doi.org/10.1155/2022/1905151 Text en Copyright © 2022 Khalid Twarish Alhamazani et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Alhamazani, Khalid Twarish Alshudukhi, Jalawi Aljaloud, Saud Abebaw, Solomon Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques |
title | Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques |
title_full | Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques |
title_fullStr | Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques |
title_full_unstemmed | Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques |
title_short | Hand Gesture of Recognition Pattern Analysis by Image Treatment Techniques |
title_sort | hand gesture of recognition pattern analysis by image treatment techniques |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8767380/ https://www.ncbi.nlm.nih.gov/pubmed/35069776 http://dx.doi.org/10.1155/2022/1905151 |
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