Results 91 to 100 of about 551 (165)

Hand Gesture Recognition for Multi-Culture Sign Language Using Graph and General Deep Learning Network

IEEE Open Journal of the Computer Society
Hand gesture-based Sign Language Recognition (SLR) serves as a crucial communication bridge between hard of hearing and non-deaf individuals. The absence of a universal sign language (SL) leads to diverse nationalities having various cultural SLs, such ...
Abu Saleh Musa Miah, Md. Al Mehedi Hasan, Yoichi Tomioka, Jungpil Shin   +3 more
doaj   +1 more source

M³-SLR: Self-Supervised Pretraining With MaxFlow MaskFeat for Improved Multi-View Sign Language Representation

IEEE Access
Sign Language Recognition (SLR) is crucial for facilitating communication with the hard-of-hearing community, yet remains significantly challenged by factors such as inter-signer variations, self-occlusion, and the critical issue of Visually ...
Tran Tri Dung Nguyen, Thi Thuy Nga Do, Quang Huy Hoang, Phi Le Nguyen, Anh Vu Tran   +4 more
doaj   +1 more source

Transformer-based word level Bangla sign language recognition using relative quantization encoding. [PDF]

Sci Rep
Rubaiyeat HA, Youssouf N, Hasan MK, Mahmud H.   +3 more
europepmc   +1 more source

Modality Effectiveness in Cross-Subject Sign Language Recognition: A Skeleton Perspective. [PDF]

Sensors (Basel)
Miao S, He J, Zeng L.
europepmc   +1 more source

Innovations in Deaf Health Care Communication: Systematic Review of Sign Language Recognition Systems. [PDF]

J Med Internet Res
Marcolino MS, Oliveira LFR, Valle LR, Rosa LMMS, Sanches GTS, Santos NS, Costa MRD, Bernardino ELA, Cordeiro RAA, Prates RO, Reis ZSN, Campos MFM.   +11 more
europepmc   +1 more source

An explainable hybrid CNN-transformer model for sign language recognition on edge devices using adaptive fusion and knowledge distillation. [PDF]

Sci Rep
Lamaakal I, Yahyati C, Maleh Y, Makkaoui KE, Ouahbi I.   +4 more
europepmc   +1 more source

An Intelligent Real-Time System for Sentence-Level Recognition of Continuous Saudi Sign Language Using Landmark-Based Temporal Modeling. [PDF]

Sensors (Basel)
BenAbdennour A, Mukhtar M, Almolike O, Khawaja BA, Alenezi AM.   +4 more
europepmc   +1 more source

Video-Based Arabic Sign Language Recognition with Mediapipe and Deep Learning Techniques. [PDF]

J Imaging
El-Rushaidat D, Almohammad N, Yeh R, Fayyad K.   +3 more
europepmc   +1 more source

Machine Learning as a Tool for the Development of Sign Recognition Systems: A Review. [PDF]

J Imaging
Mora-Zarate JE, Garzón-Castro CL.
europepmc   +1 more source

A novel deep transformer based CvT model for sign language recognition in visual communication. [PDF]

Sci Rep
Hao J, Pan H.
europepmc   +1 more source