Giulio Marin

I'm a Computer Vision Algorithms Engineer at Apple where I work on 3D reconstruction. Previously I was a Computer Vision Engineer at Aquifi, a startup that made 3D depth cameras and software for industrial applications.
I have experience with camera calibration, color and depth processing, 3D reconstruction, and machine learning. I have deployed systems for machine vision ranging from portable devices to complex systems with multiple cameras, lighting and custom integration.
I received my PhD in 2016 from the University of Padova, Italy, with a thesis on combining color and depth information to improve the quality of the acquisitions for applications from gesture recognition to 3D reconstruction.
I have served and I'm serving as a reviewer and TPC member for ICIP, ICME and IEEE Signal Processing Letters.

Resume

Latest publications

G. Marin, G. Agresti, L. Minto, P. Zanuttigh, "A multi-camera dataset for depth estimation in an indoor scenario", Data in Brief, Elsevier, 2019
G. Marin, A. Rafii, C. Dal Mutto, "System and method for three-dimensional scanning and for capturing a bidirectional reflectance distribution function", Aquifi, Inc., US10055882B2, 2018
G. Agresti, L. Minto, G. Marin, P. Zanuttigh, "Stereo and ToF data fusion by learning from synthetic data", Information Fusion, Elsevier, 2018
F. Peruch, G. Murali, G. Marin, A. Rafii, K. Tieu, "System and method for assisted 3D scanning", Aquifi, Inc., US9912862B2, 2017
G. Agresti, L. Minto, G. Marin, P. Zanuttigh, "Deep Learning for Confidence Information in Stereo and ToF Data Fusion", ICCV Workshop: 3D Reconstruction meets Semantics, Venice, Italy, 2017

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Latest publications

Featured Albums

California

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