Multi-modal zero-shot dynamic hand gesture recognition

R Rastgoo, K Kiani, S Escalera, M Sabokrou - Expert Systems with …, 2024 - Elsevier
Abstract Zero-Shot Learning (ZSL) has rapidly advanced in recent years. Towards
overcoming the annotation bottleneck in the Dynamic Hand Gesture Recognition (DHGR) …

An ultra-low-computation model for understanding sign languages

MK Fallah, M Najafi, S Gorgin, JA Lee - Expert Systems with Applications, 2024 - Elsevier
In artificial intelligence applications, advanced computational models, such as deep
learning, are employed to achieve high accuracy, often requiring the execution of numerous …

Word separation in continuous sign language using isolated signs and post-processing

R Rastgoo, K Kiani, S Escalera - Expert Systems with Applications, 2024 - Elsevier
Abstract Continuous Sign Language Recognition (CSLR) is a long challenging task in
Computer Vision due to the difficulties in detecting the explicit boundaries between the …

Inclusive Deaf Education Enabled by Artificial Intelligence: The Path to a Solution

A Coy, PS Mohammed, P Skerrit - International Journal of Artificial …, 2024 - Springer
Deaf learners in the Global South struggle to access equitable education, in particular, there
are few instances where they can be facilitated in inclusive classrooms. The challenges …

A transformer model for boundary detection in continuous sign language

R Rastgoo, K Kiani, S Escalera - Multimedia Tools and Applications, 2024 - Springer
Abstract Sign Language Recognition (SLR) has garnered significant attention from
researchers in recent years, particularly the intricate domain of Continuous Sign Language …

Long Short-Term Memory (LSTM) model for Indian sign language recognition

R Nihalani, SS Chouhan, D Mittal… - Journal of Intelligent …, 2024 - content.iospress.com
The human-computer interaction process is a vital task in attaining artificial intelligence,
especially for a person suffering from hearing or speaking disabilities. Recognizing actions …

SCIENTIFIC ASPECTS OF MODERN APPROACHES TO MACHINE TRANSLATION FOR SIGN LANGUAGE

D Nurgazina, S Kudubayeva… - Scientific Journal of …, 2024 - journal.astanait.edu.kz
Scientific research in the field of automated sign language translation represents a crucial
stage in the development of technologies supporting the hearing-impaired and deaf …