no code implementations • 4 Jun 2021 • Jeremy Levy, Alexander Naitsat, Yehoshua Y. Zeevi
Compared with baseline methods, our model achieves superior results for binary and multi-class classifications of common respiratory diseases.
no code implementations • 5 Aug 2020 • Armand Chocron, Julien Oster, Shany Biton, Mandel Franck, Meyer Elbaz, Yehoshua Y. Zeevi, Joachim Behar
The generalizations of ArNet and XGB were also evaluated on the independent test PhysioNet LTAF database.
no code implementations • 25 Aug 2019 • Samah Khawaled, Michael Zibulevsky, Yehoshua Y. Zeevi
Textural and structural features can be regraded as "two-view" feature sets.
no code implementations • 16 Jun 2019 • Samah Khawaled, Yehoshua Y. Zeevi
We firstly decompose a textured image into two layers corresponding to its texture and structure, and show that the layer representing the stochastic texture is characterized by random phase of uniform distribution, unlike the phase of the structured information which is coherent.
no code implementations • 30 Sep 2018 • Ido Zachevsky, Yehoshua Y. Zeevi
In this work, we analyze the local phase of textured images and propose a local (Markovian) model for local phase coefficients.