15 citations · 53 across the 26 of their papers we have counts for
5 papers · 1 filter
Real-Time Multilingual Sign Language Processing
Amit Moryossef
Sign Language Processing (SLP) is an interdisciplinary field comprised of Natural Language Processing (NLP) and Computer Vision. It is focused on the computational understanding, t…
signwriting-evaluation: Effective Sign Language Evaluation via SignWriting
Amit Moryossef, Rotem Zilberman, Ohad Langer
The lack of automatic evaluation metrics tailored for SignWriting presents a significant obstacle in developing effective transcription and translation models for signed languages.…
Pose-Based Sign Language Appearance Transfer
Amit Moryossef, Gerard Sant, Zifan Jiang
We introduce a method for transferring the signer's appearance in sign language skeletal poses while preserving the sign content. Using estimated poses, we transfer the appearance…
SignCLIP: Connecting Text and Sign Language by Contrastive Learning
Zifan Jiang, Gerard Sant, Amit Moryossef +3
We present SignCLIP, which re-purposes CLIP (Contrastive Language-Image Pretraining) to project spoken language text and sign language videos, two classes of natural languages of d…
Optimizing Hand Region Detection in MediaPipe Holistic Full-Body Pose Estimation to Improve Accuracy and Avoid Downstream Errors
Amit Moryossef
This paper addresses a critical flaw in MediaPipe Holistic's hand Region of Interest (ROI) prediction, which struggles with non-ideal hand orientations, affecting sign language rec…