Results 51 to 60 of about 4,892 (216)

AI‐Based Exergaming as a Digital Assessment Tool for Post‐Stroke Upper‐Limb Function: Protocol for a Feasibility Study

Physiotherapy Research International, Volume 31, Issue 3, July 2026.
ABSTRACT Background and Purpose Accurate assessment of upper limb motor function is critical for guiding effective rehabilitation strategies in stroke survivors. The Fugl‐Meyer Assessment for Upper Extremity (FMA‐UE) is a widely used clinical tool, yet it is time‐consuming and subject to inter‐patient variability.
Júlia Tannús de Souza, Caroline Valentini de Queiroz, Daniel Hilário da Silva, Danilo Santos Rocha, Eduardo Lázaro Martins Naves   +4 more
wiley   +1 more source

A Comprehensive Approach to Indian Sign Language Recognition: Leveraging LSTM and MediaPipe Holistic for Dynamic and Static Hand Gesture Recognition

EAI Endorsed Transactions on AI and Robotics
Recognizing Indian Sign Language (ISL) gestures effectively is crucial for improving communication accessibility for deaf community. This study introduces an innovative approach that integrates a Sequential Long Short-Term Memory (LSTM) model with ...
Prachi Rawat, Papendra Kumar, Vivek Kumar Tamta, Anuj Kumar   +3 more
semanticscholar   +1 more source

Vision‐Based Handover and Organization of Robotic Scrub Nurse for Seamless Surgical Flow

Advanced Intelligent Systems, Volume 8, Issue 6, June 2026.
This study presents a pose estimation‐based robotic scrub nurse (PERSN) that assists surgical procedures by estimating the surgeon's hand position, orientation, and grasping state, along with the constraint‐based 6D pose of surgical instruments. User evaluations show that PERSN provides greater immediate usability and reduces physical demand compared ...
Seongjoon Kang, Jae Woo Shim, Geunwu Gimm, Seung Jae Choi, Jong Hyeon Lee, Youho Myong, Yoon Jae Kim, Changhoon Baek, Minwoo Cho, Sungwan Kim   +9 more
wiley   +1 more source

Comparative Analysis of MobileNetV3 and EfficientNetv2B0 in BISINDO Hand Sign Recognition Using MediaPipe Landmarks

Journal of Applied Informatics and Computing
Sign language is a vital communication medium for individuals with hearing and speech impairments. In Indonesia, more than 2.6 million people experience hearing disabilities, most of whom rely on Bahasa Isyarat Indonesia BISINDO for daily interaction ...
Alief Khairul Fadzli, Majid Rahardi
doaj   +1 more source

Classification of Pilates Using MediaPipe and Machine Learning

IEEE Access
Pilates has established itself as a powerful instrument for a particular kind of rehabilitation therapy. Pilates can benefit people at all stages of life, especially in terms of lowering pain and disability, through enhancing physical performance and condition.
Mengjiao Zhao, Nike Lu, Yifeng Guan
openaire   +2 more sources

Interpreting Sign Language Recognition using Transformers and MediaPipe Landmarks

INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, 2023
Sign Language Recognition (SLR) is a challenging task that aims to bridge the communication gap between the deaf and hearing communities. In recent years, deep learning-based approaches have shown promising results in SLR. However, the lack of interpretability remains a significant challenge.
Cristina Luna Jiménez, Manuel Gil-Martín, Ricardo Kleinlein, Rubén San Segundo, Fernando Fernández Martínez   +4 more
openaire   +2 more sources

A Comprehensive Review of Traditional and Machine Learning‐Assisted Diffuse Optical Spectroscopy and Imaging Techniques for Dermatological Applications

Advanced Photonics Research, Volume 7, Issue 5, May 2026.
This review critically examines clinical studies on both conventional and machine learning (ML)‐integrated diffuse optical spectroscopy and imaging methods for dermatological applications, with a primary focus on the past decade and inclusion of earlier foundational work where appropriate.
Iftak Hussain, Li Xiuting, Randall Ang Jie, Keertana Vinod Ram, Mark Teo Ju Teng, Valerie Xinhui Teo, Malini Olivo, U. S. Dinish   +7 more
wiley   +1 more source

Indonesian Sign Language Application Using Mediapipe and Gated Recurrent Unit in Real Time

Journal of Applied Informatics and Computing
Indonesian Sign Language (BISINDO) is a natural communication tool for the deaf community. However, the communication gap between signers and the general public remains a challenge due to the dynamic nature of sign language.
Adi Triswantoro, Febrian Murti Dewanto, Aris Tri Jaka Harjanta   +2 more
doaj   +1 more source

Validation of Angle Estimation Based on Body Tracking Data from RGB-D and RGB Cameras for Biomechanical Assessment

Sensors, 2022
Motion analysis is an area with several applications for health, sports, and entertainment. The high cost of state-of-the-art equipment in the health field makes it unfeasible to apply this technique in the clinics’ routines.
Thiago Buarque de Gusmão Lafayette, Victor Hugo de Lima Kunst, Pedro Vanderlei de Sousa Melo, Paulo de Oliveira Guedes, João Marcelo Xavier Natário Teixeira, Cínthia Rodrigues de Vasconcelos, Veronica Teichrieb, Alana Elza Fontes da Gama   +7 more
doaj   +1 more source

Evaluating Idle Animation Believability: A User Perspective

Computer Animation and Virtual Worlds, Volume 37, Issue 3, May/June 2026.
This work demonstrates that there is no perceptual difference between genuine and acted idle motion. The first dataset containing these idle animations is also provided. ABSTRACT Animating realistic avatars requires using high‐quality animations for every possible state the avatar can be in.
Eneko Atxa Landa, Elena Lazkano, Igor Rodriguez, Itsaso Rodriguez‐Moreno, Itziar Irigoien   +4 more
wiley   +1 more source