Results 131 to 140 of about 20,260 (228)

Transfer Learning for Cross-dataset Isolated Sign Language Recognition in Under-Resourced Datasets

Sign language recognition (SLR) has recently achieved a breakthrough in performance thanks to deep neural networks trained on large annotated sign datasets.
Akarun, Lale, Kara, Ozgur, Kindiroglu, Ahmet Alp, Ozdemir, Ogulcan   +3 more
core  

A Hong Kong Sign Language Corpus Collected from Sign-interpreted TV News

This paper introduces TVB-HKSL-News, a new Hong Kong sign language (HKSL) dataset collected from a TV news program over a period of 7 months. The dataset is collected to enrich resources for HKSL and support research in large-vocabulary continuous sign ...
Mak, Brian, Niu, Zhe, Wei, Fangyun, Zuo, Ronglai   +3 more
core  

Sign Language Recognition using Bidirectional Reservoir Computing [PDF]

Sign language recognition (SLR) facilitates communication between deaf and hearing individuals. Deep learning is widely used to develop SLR-based systems; however, it is computationally intensive and requires substantial computational resources, making ...
0000-0001-6974-070X, 0000-0002-3669-1371, 100000641, 100001426, 30537, 57197734548, 6059, 70911288, 7801453348, 90432955, Arie Rachmad Syulistyo,, Nitin Kumar Singh,, Tamukoh, Hakaru, Tanaka, Yuichiro, 田中, 悠一朗, 田向, 権   +15 more
core  

Isolated Sign Language Recognition from RGB Video [PDF]

Sign Language Recognition (SLR) is a key task for breaking communication barriers for the deaf community. This thesis addresses major challenges in Isolated SLR (ISLR): data scarcity, complex motion modeling, and reliance on specialized sensors.
Sarhan, Noha
core  

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

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

Sign4all: a Spanish Sign Language dataset. [PDF]

Sci Data
Morillas-Espejo F, Martinez-Martin E.
europepmc   +1 more source

VDzSL: A synthetic video dataset for Algerian sign language using 3D avatars. [PDF]

Data Brief
Ouargani Y, Khattabi NE.
europepmc   +1 more source

Explainable AI for sign language recognition models: Integrating Grad-Cam LIME and Integrated Gradients. [PDF]

PLoS One
El-Qoraychy FZ, Mualla Y, Zhao H, Dridi M, Créput JC, Longo L.   +5 more
europepmc   +1 more source

An automated framework for qur'anic education of the hearing-impaired using body pose classification and Arabic sign language integration. [PDF]

Sci Rep
AbdElghfar H, Youness HA, Wahba M, Abdelaal HM.   +3 more
europepmc   +1 more source