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Gianluca Agresti

3 accepted papers

2025

MultimodalStudio: A Heterogeneous Sensor Dataset and Framework for Neural Rendering across Multiple Imaging Modalities

CVPR 2025poster

Neural Radiance Fields (NeRF) have shown impressive performances in the rendering of 3D scenes from arbitrary viewpoints. While RGB images are widely preferred for training volume rendering models, the interest in other radiance modalities is also growing. However, the capability of the underlying i…

Cited by 0SourcePDFScholar
2019

Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning

CVPR 2019poster

Time-of-Flight data is typically affected by a high level of noise and by artifacts due to Multi-Path Interference (MPI). While various traditional approaches for ToF data improvement have been proposed, machine learning techniques have seldom been applied to this task, mostly due to the limited ava…

Cited by 57PDFScholar