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Picture for Adrien Depeursinge

Adrien Depeursinge

for the Image Biomarker Standardisation Initiative

Standardised convolutional filtering for radiomics


Jun 09, 2020
Adrien Depeursinge, Vincent Andrearczyk, Philip Whybra, Joost van Griethuysen, Henning Müller, Roger Schaer, Martin Vallières, Alex Zwanenburg

* 54 pages. For additional information see https://theibsi.github.io/ 

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3D Solid Spherical Bispectrum CNNs for Biomedical Texture Analysis


Jun 02, 2020
Valentin Oreiller, Vincent Andrearczyk, Julien Fageot, John O. Prior, Adrien Depeursinge

* 10 pages 

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Local Rotation Invariance in 3D CNNs


Mar 19, 2020
Vincent Andrearczyk, Julien Fageot, Valentin Oreiller, Xavier Montet, Adrien Depeursinge


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Rotational 3D Texture Classification Using Group Equivariant CNNs


Oct 16, 2018
Vincent Andrearczyk, Adrien Depeursinge


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Fast Rotational Sparse Coding


Jun 12, 2018
Michael T. McCann, Michael Unser, Adrien Depeursinge

* 9 pages 

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From visual words to a visual grammar: using language modelling for image classification


Mar 16, 2017
Antonio Foncubierta-Rodríguez, Henning Müller, Adrien Depeursinge


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