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Mattia Rossi

2 papers indexed

arxivcs.CV2026-07-02

Learning Spectral and Polarimetric Clues for One-to-Multimodal Novel View Synthesis

Federico Lincetto, Gianluca Agresti, Mattia Rossi, Piergiorgio Sartor, Pietro Zanuttigh

Neural rendering techniques allow for accurate reconstruction of the geometry and color appearance of 3D scenes. Some methods have extended their use to additional imaging modalities, such as multispectral, infrared, or polarimetric data. However, all of these approaches require…

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arxivcs.CV2026-07-01

EPO: Boosting 3D Foundation Models with Edge-based Pose Optimization

Mattia D'Urso, Christian Sormann, Mattia Rossi, Friedrich Fraundorfer

We introduce \textbf{Edge-based Pose Optimization (EPO)}, a trackless geometric optimization framework specifically designed to boost the Structure-from-Motion reconstructions generated by 3D Foundation Models. These models achieve rapid inference by bypassing the time-consuming…

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