Lexicon-free fingerspelling recognition from video: Data, models, and signer adaptation

T Kim, J Keane, W Wang, H Tang, J Riggle… - Computer Speech & …, 2017 - Elsevier
We study the problem of recognizing video sequences of fingerspelled letters in American
Sign Language (ASL). Fingerspelling comprises a significant but relatively understudied part …

A proposed PCNN features quality optimization technique for pose-invariant 3D Arabic sign language recognition

AS Elons, M Abull-Ela, MF Tolba - Applied Soft Computing, 2013 - Elsevier
This paper proposes a novel technique to deal with pose variations in 3D object recognition.
This technique uses pulse-coupled neural network (PCNN) for image features generation …

Analysis, preparation, and optimization of statistical sign language machine translation

D Stein, C Schmidt, H Ney - Machine Translation, 2012 - Springer
Sign languages represent an interesting niche for statistical machine translation that is
typically hampered by the scarceness of suitable data, and most papers in this area apply …

Arabic sign language continuous sentences recognition using PCNN and graph matching

MF Tolba, A Samir, M Aboul-Ela - Neural Computing and Applications, 2013 - Springer
Many previous researchers have tried developing sign languages recognition systems in
general and Arabic sign language specifically. They succeeded to achieve acceptable …

Methodology for developing an advanced communications system for the Deaf in a new domain

V López-Ludeña, C González-Morcillo… - Knowledge-Based …, 2014 - Elsevier
A methodology for developing an advanced communications system for the Deaf in a new
domain is presented in this paper. This methodology is a user-centred design approach …

Information transfer capacity of articulators in American Sign Language

E Malaia, JD Borneman, RB Wilbur - Language and speech, 2018 - journals.sagepub.com
The ability to convey information is a fundamental property of communicative signals. For
sign languages, which are overtly produced with multiple, completely visible articulators, the …

Automatic categorization for improving Spanish into Spanish Sign Language machine translation

V López-Ludeña, R San-Segundo, JM Montero… - Computer Speech & …, 2012 - Elsevier
This paper describes a preprocessing module for improving the performance of a Spanish
into Spanish Sign Language (Lengua de Signos Española: LSE) translation system when …

Pulse‐coupled neural network feature generation model for Arabic sign language recognition

A SamirElons, M Abull‐ela, MF Tolba - IET Image Processing, 2013 - Wiley Online Library
Many feature generation methods have been developed for object recognition. Some of
these methods succeeded in achieving invariance against object translation, rotation and …

MyoSL: A Framework for Measuring Usability of Two-Arm Gestural Electromyography for S ign L anguage

JA Deja, P Arceo, DG David, PL Gan… - … 2018, Held as Part of HCI …, 2018 - Springer
Abstract Several Sign Language (SL) systems have been developed using various
technologies: Kinect, armbands, and gloves. Majority of these studies never considered user …

LSESpeak: A spoken language generator for Deaf people

V López-Ludeña, R Barra-Chicote, S Lutfi… - Expert Systems with …, 2013 - Elsevier
This paper describes the development of LSESpeak, a spoken Spanish generator for Deaf
people. This system integrates two main tools: a sign language into speech translation …