-
Automatic Segmentation of Sign Language into Subtitle-Units.[paper]
Hannah Bull (LIMSI-CNRS), Michele Gouiffes (LIMSI-CNRS), Annelies Braffort (LIMSI-CNRS) -
Phonologically-meaningful Subunits for Deep Learning-based Sign Language Recognition. [paper]
Mark Borg (University of Malta), Kenneth P. Camilleri (University of Malta) -
Recognition of affective and grammatical facial expressions: a study for Brazilian sign language.[paper]
Emely Pujolli da Silva (University of Campinas), Paula Dornhofer Paro Costa (University of Campinas), Kate Mamhy Oliveira Kumada (Federal University of ABC), José Mario De Martino (University of Campinas), Gabriela Araujo Florentino (Seli Institute) -
Real-Time Sign Language Detection using Human Pose Estimation.[paper]
Amit Moryossef (Bar-Ilan University, Google), Ioannis Tsochantaridis (Google), Roee Aharoni (Google), Srini Narayanan (Google), Sarah Ebling (University Of Zurich) -
Exploiting 3D Hand Pose Estimation in Deep Learning-Based Sign Language Recognition from RGB Videos.[paper]
Maria Parelli (National Technical University of Athens), Katerina Papadimitriou (University of Thessaly), Gerasimos Potamianos (University of Thessaly), Georgios Pavlakos (University of Pennsylvania), Petros Maragos (National Technical University of Athens) -
A Plan for Developing an Auslan Communication Technologies Pipeline[paper]
Jessica Korte (The University of Queensland), Axel Bender (Defense Science and Technology, Australia), Guy Gallasch (Defense Science and Technology, Australia), Janet Wiles (The University of Queensland), Andrew Back (The University of Queensland) -
A Multi-modal Machine Learning Approach and Toolkit to Automate Recognition of Early Stages of Dementia among British Sign Language Users[paper]
Xing Liang (University of Greenwich), Anastassia Angelopoulou (University of Westminster), Epaminondas Kapetanios (University of Westminster), Bencie Woll (DCAL, University College of London), Reda Al-batat (University of Westminster), Tyron Woolfe (DCAL, University College London) -
Score-level Multi Cue Fusion for Sign Language Recognition[paper]
Çağrı Gökçe (Bogazici University), Oğulcan Özdemir (Bogazici University), Ahmet Alp Kindiroglu (Bogazici University), Lale Akarun (Bogazici University) -
Unsupervised Discovery of Sign Terms by K-Nearest Neighbours Approach[paper]
Korhan Polat (Bogazici University), Murat Saraçlar (Bogazici University) -
Improving Keyword Search Performance in Sign Language with Hand Shape Features[paper]
Nazif Can Tamer (Bogazici University), Murat Saraçlar (Bogazici University)* -
Towards Continuous Recognition of Illustrative and Spatial Structures in Sign Language[paper]
Valentin Belissen (LIMSI-CNRS), Annelies Braffort (LIMSI-CNRS), Michele Gouiffes (LIMSI-CNRS) -
Attention is All You Sign: Sign Language Translation with Transformers[paper]
Kayo Yin (École Polytechnique), Jesse Read (Ecole Polytechnique) -
How2Sign: A Large-scale Multimodal Dataset for Continuous American Sign Language[paper] Amanda Duarte (Universitat Politecnica de Catalunya), Shruti Palaskar (Carnegie Mellon University), Deepti Ghadiyaram (Facebook AI), Kenneth De Haan (Gallaudet University), Florian Metze (Carnegie Mellon University), Jordi Torres (Universitat Politecnica de Catalunya), Xavier Giro-i-Nieto (Universitat Politecnica de Catalunya)
-
Can Everybody Sign Now? Exploring Sign Language Video Generation from 2D Poses[paper]
Lucas Ventura (Universitat Politecnica de Catalunya), Amanda Duarte (Universitat Politecnica de Catalunya), Xavier Giro-i-Nieto (Universitat Politecnica de Catalunya) -
3D Hands, Face and Body Extraction for Sign Language Recognition[paper]
Agelos Kratimenos (National Technical University of Athens), Georgios Pavlakos (University of Pennsylvania), Petros Maragos (National Technical University of Athens) -
Effect of Ranking and Precision of Results on Users' Satisfaction with Search-by-Video Sign-Language Dictionaries[paper]
Saad Hassan (Rochester Institute of Technology), Oliver Alonzo (Rochester Institute of Technology), Abraham Glasser (Rochester Institute of Technology), Matt Huenerfauth (Rochester Institute of Technology) -
Fingerspelling recognition in the wild with iterative visual attention[paper]
Bowen Shi (Toyota Technological Institute at Chicago), Aurora Martinez Del Rio (University of Chicago), Jonathan Keane (University of Chicago), Diane Brentari (University of Chicago), Greg Shakhnarovich (Toyota Technological Institute at Chicago), Karen Livescu (Toyota Technological Institute at Chicago) -
Accessibility for Deaf and Hard of Hearing Users: Sign Language Conversational User Interfaces[paper]
Abraham Glasser (Rochester Institute of Technology), Vaishnavi Mande (Rochester Institute of Technology), Matt Huenerfauth (Rochester Institute of Technology)