Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition

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.

Pose Estimation Privacy Preserving +1

Real-Time Sign Language Detection using Human Pose Estimation

no code implementations • 11 Aug 2020 • Amit Moryossef, Ioannis Tsochantaridis, Roee Aharoni, Sarah Ebling, Srini Narayanan

We propose a lightweight real-time sign language detection model, as we identify the need for such a case in videoconferencing.

Optical Flow Estimation Pose Estimation

Support Vector Machines for Multiple-Instance Learning

no code implementations • Advances in Neural Information Processing Systems 2002 • Stuart Andrews, Ioannis Tsochantaridis, Thomas Hofmann

This paper presents two new formulations of multiple-instance learning as a maximum margin problem.

Multiple Instance Learning