Reviewing 25 years of continuous sign language recognition research: Advances, challenges, and prospects
Sign language is a form of visual communication employing hand gestures, body
movements, and facial expressions. The growing prevalence of hearing impairment has …
movements, and facial expressions. The growing prevalence of hearing impairment has …
Spatial temporal enhanced network for continuous sign language recognition
W Yin, Y Hou, Z Guo, K Liu - … on Circuits and Systems for Video …, 2023 - ieeexplore.ieee.org
Continuous Sign language Recognition (CSLR) aims to generate gloss sequences based
on untrimmed sign videos. Since discriminative visual features are essential for CSLR …
on untrimmed sign videos. Since discriminative visual features are essential for CSLR …
Towards Online Sign Language Recognition and Translation
The objective of sign language recognition is to bridge the communication gap between the
deaf and the hearing. Numerous previous works train their models using the well …
deaf and the hearing. Numerous previous works train their models using the well …
DFCNet+: Cross-modal dynamic feature contrast net for continuous sign language recognition
Y Feng, N Chen, Y Wu, C Jiang, S Liu… - Image and Vision …, 2024 - Elsevier
In sign language communication, the combination of hand signs and facial expressions is
used to convey messages in a fluid manner. Accurate interpretation relies heavily on …
used to convey messages in a fluid manner. Accurate interpretation relies heavily on …
A Comparative Study of Continuous Sign Language Recognition Techniques
Continuous Sign Language Recognition (CSLR) focuses on the interpretation of a sequence
of sign language gestures performed continually without pauses. In this study, we conduct …
of sign language gestures performed continually without pauses. In this study, we conduct …
Multi-Stream Keypoint Attention Network for Sign Language Recognition and Translation
M Guan, Y Wang, G Ma, J Liu, M Sun - arXiv preprint arXiv:2405.05672, 2024 - arxiv.org
Sign language serves as a non-vocal means of communication, transmitting information and
significance through gestures, facial expressions, and bodily movements. The majority of …
significance through gestures, facial expressions, and bodily movements. The majority of …
Using LSTM to translate Thai sign language to text in real time
W Jintanachaiwat, K Jongsathitphaibul… - Discover Artificial …, 2024 - Springer
Between 2019 and 2022, as the Covid-19 pandemic unfolded, numerous countries
implemented lockdown policies, leading most corporate companies to permit employees to …
implemented lockdown policies, leading most corporate companies to permit employees to …
PenSLR: Persian end-to-end Sign Language Recognition Using Ensembling
A Salmankhah, A Rajabi, N Kheirmand… - arXiv preprint arXiv …, 2024 - arxiv.org
Sign Language Recognition (SLR) is a fast-growing field that aims to fill the communication
gaps between the hearing-impaired and people without hearing loss. Existing solutions for …
gaps between the hearing-impaired and people without hearing loss. Existing solutions for …
[引用][C] DiscoverArtificial Intelligence
W Jintanachaiwat, K Jongsathitphaibul, N Pimsan… - Discover, 2024