Dr. Aron Aliaga Profile

Dr. Aron Aliaga

at Univ of Michigan

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Publications (2)

Proceedings Article | 2 April 2024 Presentation + Paper

ShapeAXI: shape analysis explainability and interpretability

Juan Carlos Prieto, Felicia Miranda, Marcela Gurgel, Luc Anchling, Nathan Hutin, Selene Barone, Najla Al Turkestani, Aron Aliaga, Marilia Yatabe, Jonas Bianchi, Lucia Cevidanes

Proceedings Volume 12931, 1293116 (2024) https://doi.org/10.1117/12.3007053

KEYWORDS: Shape analysis, 3D modeling, Cross validation, Cone beam computed tomography, Machine learning, Feature extraction, Data modeling, 3D image processing

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

FlyBy CNN: a 3D surface segmentation framework

Louis Boubolo, Maxime Dumont, Serge Brosset, Jonas Bianchi, Antonio Ruellas, Marcela Gurgel, Camila Massaro, Aron Aliaga Del Castillo, Marcos Ioshida, Marilia Yatabe, Erika Benavides, Hector Rios, Fabiana Soki, Gisele Neiva, Beatriz Paniagua, Lucia Cevidanes, Martin Styner, Juan Carlos Prieto

Proceedings Volume 11596, 115962B (2021) https://doi.org/10.1117/12.2582205

KEYWORDS: Image segmentation, Image analysis, Convolutional neural networks

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