Dario Billi
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View article: Metric Error Assessment Regarding Geometric 3D Reconstruction of Transparent Surfaces via SfM Enhanced by 2D and 3D Gaussian Splatting
Metric Error Assessment Regarding Geometric 3D Reconstruction of Transparent Surfaces via SfM Enhanced by 2D and 3D Gaussian Splatting Open
This research investigates the metric accuracy of 3D transparent object reconstruction, a task where conventional photogrammetry often fails. The topic is especially relevant in cultural heritage (CH), where accurate digital documentation …
View article: 3D Reconstruction of Underwater Shipwrecks: 3D Gaussian Splatting and Structure from Motion for the Melania shipwreck
3D Reconstruction of Underwater Shipwrecks: 3D Gaussian Splatting and Structure from Motion for the Melania shipwreck Open
Underwater cultural heritage documentation presents significant challenges due to optical distortions inherent to aquatic environments. This study presents a dual approach for 3D reconstruction of underwater environments using two image-ba…
View article: 3D Reconstruction of Transparent and Reflective Surfaces, Through the Use of SfM Processes Supported by 3D Gaussian-Splatting and 2D Gaussian-Splatting
3D Reconstruction of Transparent and Reflective Surfaces, Through the Use of SfM Processes Supported by 3D Gaussian-Splatting and 2D Gaussian-Splatting Open
This study evaluates three advanced approaches for 3D reconstruction of challenging transparent surfaces: conventional photogrammetry, enhanced 3D Gaussian Splatting, and novel 2D Gaussian Splatting (2DGS). Through a detailed case study of…
View article: Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction
Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction Open
This paper conducts a comparative evaluation between Neural Radiance Fields (NeRF) and photogrammetry for 3D reconstruction in the cultural heritage domain. Focusing on three case studies, of which the Terpsichore statue serves as a pilot …
View article: Comparative Assessment of NeRF and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction
Comparative Assessment of NeRF and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction Open
While Neural Radiance Fields (NeRF) are gaining increasing interest in various domains as innovative methods for novel view synthesis and image-based reconstruction, their potential application in the realm of Cultural Heritage remains une…
View article: Machine Learning and Deep Learning for the Built Heritage Analysis: Laser Scanning and UAV-Based Surveying Applications on a Complex Spatial Grid Structure
Machine Learning and Deep Learning for the Built Heritage Analysis: Laser Scanning and UAV-Based Surveying Applications on a Complex Spatial Grid Structure Open
The reconstruction of 3D geometries starting from reality-based data is challenging and time-consuming due to the difficulties involved in modeling existing structures and the complex nature of built heritage. This paper presents a methodo…