1 code implementation • 14 Feb 2024 • Phillip Rust, Bowen Shi, Skyler Wang, Necati Cihan Camgöz, Jean Maillard
A major impediment to the advancement of sign language translation (SLT) is data scarcity.
Ranked #1 on
Gloss-free Sign Language Translation
on How2Sign
(using extra training data)
Gloss-free Sign Language Translation
Sign Language Translation
+1
no code implementations • 3 Oct 2022 • Ryan Wong, Necati Cihan Camgöz, Richard Bowden
Most of the vision-based sign language research to date has focused on Isolated Sign Language Recognition (ISLR), where the objective is to predict a single sign class given a short video clip.
no code implementations • 20 Apr 2021 • Amit Moryossef, Ioannis Tsochantaridis, Joe Dinn, Necati Cihan Camgöz, Richard Bowden, Tao Jiang, Annette Rios, Mathias Müller, Sarah Ebling
Basically, skeletal representations generalize over an individual's appearance and background, allowing us to focus on the recognition of motion.
no code implementations • LREC 2020 • Oğulcan Özdemir, Ahmet Alp Kındıroğlu, Necati Cihan Camgöz, Lale Akarun
Sign Language Recognition is a challenging research domain.