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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 5 of 5 1 Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition ... Moryossef, Amit; Tsochantaridis, Ioannis; Dinn, Joe. - : s.n., 2021 BASE Show details 2 Evaluating the Immediate Applicability of Pose Estimation for Sign Language Recognition ... Moryossef, Amit; Tsochantaridis, Ioannis; Dinn, Joe; Camgöz, Necati Cihan; Bowden, Richard; Jiang, Tao; Rios, Annette; Müller, Mathias; Ebling, Sarah. - : arXiv, 2021 Abstract: Signed languages are visual languages produced by the movement of the hands, face, and body. In this paper, we evaluate representations based on skeleton poses, as these are explainable, person-independent, privacy-preserving, low-dimensional representations. Basically, skeletal representations generalize over an individual's appearance and background, allowing us to focus on the recognition of motion. But how much information is lost by the skeletal representation? We perform two independent studies using two state-of-the-art pose estimation systems. We analyze the applicability of the pose estimation systems to sign language recognition by evaluating the failure cases of the recognition models. Importantly, this allows us to characterize the current limitations of skeletal pose estimation approaches in sign language recognition. ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2104.10166 https://arxiv.org/abs/2104.10166 BASE Hide details 3 Real-Time Sign Language Detection using Human Pose Estimation ... Moryossef, Amit; Tsochantaridis, Ioannis; Aharoni, Roee. - : University of Zurich, 2020 BASE Show details 4 Real-Time Sign Language Detection using Human Pose Estimation ... Moryossef, Amit; Tsochantaridis, Ioannis; Aharoni, Roee. - : arXiv, 2020 BASE Show details 5 Real-Time Sign Language Detection using Human Pose Estimation Moryossef, Amit; Tsochantaridis, Ioannis; Aharoni, Roee... In: Moryossef, Amit; Tsochantaridis, Ioannis; Aharoni, Roee; Ebling, Sarah; Narayanan, Srini (2020). Real-Time Sign Language Detection using Human Pose Estimation. arXiv.org 04637, University of Zurich. (2020) BASE Show details

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