Roman Alejandro Jacome Carrascal

Roman Alejandro Jacome Carrascal

Ph.D. student in electronics engineering at Universidad Industrial de Santander working with Prof. Henry Arguello on computational imaging, signal processing, imaging inverse problems, and integrated sensing and communications.

Middle Output Regularized End-to-End Optimization for Computational Imaging

Published in Optica, 2023

We penalize divergences, variance, and structure of intermediate activations so that the learned single-pixel and CASSI encoders satisfy optical constraints and deliver better reconstructions.

Recommended citation: R Jacome, P Gomez, H Arguello. Middle output regularized end-to-end optimization for computational imaging. Optica 10 (11), 1421-1431, 2023.
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