Innovative healthcare solutions: robust hand gesture recognition of daily life routines using 1D CNN.

ABSTRACT:

Introduction

Hand gestures are an effective communication tool that may convey a wealth of information in a variety of sectors, including medical and education. E-learning has grown significantly in the last several years and is now an essential resource for many businesses. Still, there has not been much research conducted on the use of hand gestures in e-learning. Similar to this, gestures are frequently used by medical professionals to help with diagnosis and treatment.

Method

We aim to improve the way instructors, students, and medical professionals receive information by introducing a dynamic method for hand gesture monitoring and recognition. Six modules make up our approach: video-to-frame conversion, preprocessing for quality enhancement, hand skeleton mapping with s

SUBMITTER: Al Mudawi N 

PROVIDER: S-EPMC11322365 | biostudies-literature | 2024

REPOSITORIES: biostudies-literature