Hand Shape and Gesture Recognition using Multiscale Template Matching, Background Subtraction and Binary Image Analysis

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Bibliographic Details
Main Author:	Saichandran, Ketan Suhaas
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
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_version_	1866911777551286272
author	Saichandran, Ketan Suhaas
author_facet	Saichandran, Ketan Suhaas
contents	This paper presents a hand shape classification approach employing multiscale template matching. The integration of background subtraction is utilized to derive a binary image of the hand object, enabling the extraction of key features such as centroid and bounding box. The methodology, while simple, demonstrates effectiveness in basic hand shape classification tasks, laying the foundation for potential applications in straightforward human-computer interaction scenarios. Experimental results highlight the system's capability in controlled environments.
format	Preprint
id	arxiv_https___arxiv_org_abs_2402_09663
institution	arXiv
publishDate	2024
record_format	arxiv
spellingShingle	Hand Shape and Gesture Recognition using Multiscale Template Matching, Background Subtraction and Binary Image Analysis Saichandran, Ketan Suhaas Computer Vision and Pattern Recognition This paper presents a hand shape classification approach employing multiscale template matching. The integration of background subtraction is utilized to derive a binary image of the hand object, enabling the extraction of key features such as centroid and bounding box. The methodology, while simple, demonstrates effectiveness in basic hand shape classification tasks, laying the foundation for potential applications in straightforward human-computer interaction scenarios. Experimental results highlight the system's capability in controlled environments.
title	Hand Shape and Gesture Recognition using Multiscale Template Matching, Background Subtraction and Binary Image Analysis
topic	Computer Vision and Pattern Recognition
url	https://arxiv.org/abs/2402.09663

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