15 citations · 53 across the 26 of their papers we have counts for
8 papers · 1 filter
IlluSign: Illustrating Sign Language Videos by Leveraging the Attention Mechanism
Janna Bruner, Amit Moryossef, Lior Wolf
Sign languages are dynamic visual languages that involve hand gestures, in combination with non manual elements such as facial expressions. While video recordings of sign language…
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…
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…
pose-format: Library for Viewing, Augmenting, and Handling .pose Files
Amit Moryossef, Mathias Müller, Rebecka Fahrni
Managing and analyzing pose data is a complex task, with challenges ranging from handling diverse file structures and data types to facilitating effective data manipulations such a…
At Your Fingertips: Extracting Piano Fingering Instructions from Videos
Amit Moryossef, Yanai Elazar, Yoav Goldberg
Piano fingering -- knowing which finger to use to play each note in a musical piece, is a hard and important skill to master when learning to play the piano. While some sheet music…
Ham2Pose: Animating Sign Language Notation into Pose Sequences
Rotem Shalev-Arkushin, Amit Moryossef, Ohad Fried
Translating spoken languages into Sign languages is necessary for open communication between the hearing and hearing-impaired communities. To achieve this goal, we propose the firs…
cofga: A Dataset for Fine Grained Classification of Objects from Aerial Imagery
Eran Dahan, Tzvi Diskin, Amit Amram +2
Detection and classification of objects in overhead images are two important and challenging problems in computer vision. Among various research areas in this domain, the task of f…
Real-Time Sign Language Detection using Human Pose Estimation
Amit Moryossef, Ioannis Tsochantaridis, Roee Aharoni +2
We propose a lightweight real-time sign language detection model, as we identify the need for such a case in videoconferencing. We extract optical flow features based on human pose…