Results 11 to 20 of about 4,892 (216)
A Deep Dive Into MediaPipe Pose for Postural Assessment: A Comparative Investigation
IEEE AccessMarkerless pose estimation is an accessible alternative to marker-based methods. Although Google MediaPipe Pose is a promising RGB-only solution, a comprehensive performance investigation of its 2D and 3D models for postural assessment is lacking.
Claudia Ferraris +4 more
doaj +2 more sources
Indonesian Language Sign Detection using Mediapipe with Long Short-Term Memory (LSTM) Algorithm
Journal of Informatics and Web EngineeringPeople with disabilities mostly communicate using sign language, but the public still has little understanding of the Indonesian Sign Language System (ISLS). This causes obstacles in daily interactions.
Wargijono Utomo +3 more
doaj +2 more sources
JMIR Formative ResearchBackgroundMarkerless motion tracking methods have promise for use in a range of domains, including clinical settings where traditional marker-based systems for human pose estimation are not feasible. Artificial intelligence (AI)–based systems can offer a
Vaidehi Wagh +2 more
doaj +2 more sources
Hand Gesture-Based Human-Computer Interaction using MediaPipe and OpenCV
Aviation Electronics, Information Technology, Telecommunications, Electricals, ControlsThis study presents the design and implementation of a real-time hand gesture recognition system for directional movement using MediaPipe and OpenCV. The system aims to enhance Human-Computer Interaction (HCI) by recognizing four primary hand gestures ...
Risma Dwi Tjutarjo Putri +4 more
doaj +2 more sources
Japanese fingerspelling identification by using MediaPipe
Nonlinear Theory and Its Applications IEICE, 2022 Masanao Yasumuro, Kenya Jin'No
exaly +2 more sources
Body Posture Detection and Motion Tracking using AI for Medical Exercises and Recommendation System [PDF]
ITM Web of Conferences, 2022 Exercises are highly essential in our everyday lives, especially when patients are in the middle of a healing process and need to speed up their body's recuperation. Exercise has become more important in our lives as a result of this.
Patil Anuj +4 more
doaj +1 more source
Human Action Recognition (HAR) Classification Using MediaPipe and Long Short-Term Memory (LSTM)
Teknik, 2022 Human Action Recognition is an important research topic in Machine Learning and Computer Vision domains. One of the proposed methods is a combination of MediaPipe library and Long Short-Term Memory concerning the testing accuracy and training duration as
Ichsan Arsyi Putra +2 more
doaj +1 more source
Exploring MediaPipe optimization strategies for real-time sign language recognition
CTU Journal of Innovation and Sustainable Development, 2023 The present study meticulously investigates optimization strategies for real-time sign language recognition (SLR) employing the MediaPipe framework. We introduce an innovative multi-modal methodology, amalgamating four distinct Long Short-Term Memory ...
Phuoc Thanh Nguyen +5 more
doaj +3 more sources
Smart Application for Thai and English Sign Language Translation
วารสารวิทยาการสารสนเทศและเทคโนโลยีประยุกต์, 2023 Currently, the sign language is used as a means of communication for individuals with hearing impairments. Since most people do not have knowledge to use sign language, as a result, miscommunication may occur.
Sahachok Khumwongsa, Wiyada Yawai
doaj +1 more source
Pemanfaatan Mediapipe Body Pose Estimation dan Dynamic Time Warping untuk Pembelajaran Tari Remo
Jurnal Teknologi dan Manajemen Informatika, 2023 Video can be used as a learning medium for various purposes. In this research, the object of study is the movements of the traditional dance "remo." Thus, as a substitute for an absent coach or instructor, videos can take on the role of a dance ...
Yusuf Effendi +3 more
doaj +1 more source