Deep learning for sign language recognition: Current techniques, benchmarks, and open issues
M Al-Qurishi, T Khalid, R Souissi - IEEE Access, 2021 - ieeexplore.ieee.org
People with hearing impairments are found worldwide; therefore, the development of
effective local level sign language recognition (SLR) tools is essential. We conducted a …
effective local level sign language recognition (SLR) tools is essential. We conducted a …
Recognizing word gesture in sign system for Indonesian language (SIBI) Sentences using DeepCNN and BiLSTM
NFP Setyono, E Rakun - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
SIBI is a sign language that is officially used in Indonesia. The use of SIBI is often found to
be a problem because of the many gestures that have to be remembered. This study aims to …
be a problem because of the many gestures that have to be remembered. This study aims to …
[PDF][PDF] Improving Recognition of SIBI Gesture by Combining Skeleton and Hand Shape Features
ER Erdefi Rakun… - Jurnal Ilmu Komputer dan …, 2022 - core.ac.uk
Abstract SIBI (Sign System for Indonesian Language) is an official sign language system
used in school for hearing impairment students in Indonesia. This work uses the skeleton …
used in school for hearing impairment students in Indonesia. This work uses the skeleton …
Translating SIBI (Sign System for Indonesian Gesture) Gesture-to-Text in Real-Time using a Mobile Device.
M Jonathan, E Rakun - Journal of ICT Research & …, 2022 - search.ebscohost.com
The SIBI gesture translation framework by Rakun was built using a series of machine
learning technologies: MobileNetV2 for feature extraction, Conditional Random Field for …
learning technologies: MobileNetV2 for feature extraction, Conditional Random Field for …
Advancing Total Communication in SIBI: A Proposed Conceptual Framework for Sign Language Translation
IDMBA Darmawan, L Linawati… - … on Smart-Green …, 2023 - ieeexplore.ieee.org
Total communication in sign language involves hand gestures as manual signs and facial
expressions as non-manual signs. Both types of signs have an important role in …
expressions as non-manual signs. Both types of signs have an important role in …
Text-driven talking head using dynamic viseme and DFFD for SIBI
S Muzahidin, E Rakun - 2020 7th International Conference on …, 2020 - ieeexplore.ieee.org
This research aims to build an android application that is able to help a deaf person in
learning the Indonesian Sign Language System (SIBI). The application is packaged in the …
learning the Indonesian Sign Language System (SIBI). The application is packaged in the …
Recognizing Indonesian sign language gestures using features generated by elliptical model tracking and angular projection
DM Adimas, E Rakun… - 2019 2nd International …, 2019 - ieeexplore.ieee.org
In this paper, we propose a method of feature extraction applied to the hands, fingers and
arms, intended to improve the accuracy of Sistem Isyarat Bahasa Indonesia (SIBI) gesture …
arms, intended to improve the accuracy of Sistem Isyarat Bahasa Indonesia (SIBI) gesture …
Generating of SIBI Animated Gestures from Indonesian Text
E Rakun, ISA Darmana - 2020 The 4th International Conference on …, 2020 - dl.acm.org
Sign System for Bahasa Indonesia (SIBI) is the official sign language authorised by The
Ministry of Education and Culture of Indonesia and being used as one of the communication …
Ministry of Education and Culture of Indonesia and being used as one of the communication …
[PDF][PDF] Recognizing Word Gesture in Sign Language System for Indonesian (SIBI) Sentences Using DeepCNN and LSTM
NFP Setyono, E Rakun - researchgate.net
Indonesia. The use of SIBI is often found to be a problem because of the many gestures that
have to be remembered. This study aims to recognize SIBI gestures by extracting hand and …
have to be remembered. This study aims to recognize SIBI gestures by extracting hand and …