Results 1 to 10 of about 476 (129)
Sensors, 2022 Tremor is one of the common symptoms of Parkinson’s disease (PD). Thanks to the recent evolution of digital technologies, monitoring of PD patients’ hand movements employing contactless methods gained momentum.
Gokhan Guney +2 more
exaly +3 more sources
Accuracy Evaluation of 3D Pose Estimation with MediaPipe Pose for Physical Exercises
Current Directions in Biomedical Engineering, 2023 With the recent increase in interest in machine learning and computer vision, camera-based pose estimation has emerged as a promising new technology.
Sebastian Dill +2 more
exaly +2 more sources
MP-GestLSTM: real time gesture detection using MediaPipe and LSTM
Systems Science and Control EngineeringSign language is a crucial form of communication for individuals with hearing impairments; thus, the development of accurate and efficient sign language recognition systems is of significant importance.
T.S. Varshini, P. Rukmani
exaly +3 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
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 +2 more
exaly +3 more sources
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
Hand gesture recognition and voice conversion for deaf and Dumb [PDF]
E3S Web of Conferences, 2023 In this paper, we purpose a Hand gesture recognition model which can be used in real time application. This model is based on the mediapipe frame work of the google, Tensor flow in openCv and python and classification using feed forward neural network ...
Mopidevi Suneetha +3 more
doaj +1 more source
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