Pose-Based Static Sign Language Recognition with Deep Learning for Turkish, Arabic, and American Sign Languages. [PDF]
Yayla R, Üçgün H, Abbas M.
europepmc +1 more source
Engineered Optical Fibers for Deep‐Tissue Applications
This review establishes a foundational framework for designing optical fibers for deep‐tissue medicine. It systematically links material innovations like polymers and hydrogels with structural paradigms to enable state‐of‐the‐art diagnostics, including endoscopy and biosensing, and targeted therapeutics, guiding future clinical translation.
Yuzhen Li +16 more
wiley +1 more source
A deep learning-based method combines manual and non-manual features for sign language recognition. [PDF]
Harrouch H +3 more
europepmc +1 more source
Scalable Task Planning via Large Language Models and Structured World Representations
This work efficiently combines graph‐based world representations with the commonsense knowledge in Large Language Models to enhance planning techniques for the large‐scale environments that modern robots will need to face. Planning methods often struggle with computational intractability when solving task‐level problems in large‐scale environments ...
Rodrigo Pérez‐Dattari +4 more
wiley +1 more source
A hybrid CNN-transformer framework optimized by Grey Wolf Algorithm for accurate sign language recognition. [PDF]
Hashi AO +6 more
europepmc +1 more source
Information Transmission Strategies for Self‐Organized Robotic Aggregation
In this review, we discuss how information transmission influences the neighbor‐based self‐organized aggregation of swarm robots. We focus specifically on local interactions regarding information transfer and categorize previous studies based on the functions of the information exchanged.
Shu Leng +5 more
wiley +1 more source
Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients. [PDF]
El-Qoraychy FZ +5 more
europepmc +1 more source
A multimaterial robotic gripper fabricated via multimaterial 3D printing integrates conductive thermopolymer joints with flexible elastomeric components. Joule heating enables precise joint‐level stiffness modulation, enhanced by embedded temperature sensors, passive shape restoration, and active cooling, enabling versatile manipulation capabilities ...
Daniel Jee Seng Goh +4 more
wiley +1 more source
A novel model for expanding horizons in sign Language recognition. [PDF]
Hassan E +3 more
europepmc +1 more source
Signwave - Sign Language Recognition
ABSTRACT Manual interpretation of sign language presents significant challenges due to the complexity of gestures and variations in individual signing styles, creating communication barriers for the deaf and hard-of-hearing community. Traditional methods relying on human interpreters are not scalable for real-time applications.
openaire +1 more source

