GABRIELLA CAROTI

Professore Ordinario

University of Pisa

Italy

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About

Gabriella Caroti is a Professore Ordinario at the University of Pisa, Italy. Her research areas focus on 3D reconstruction techniques, including applications in cultural heritage and digital documentation. Recent articles include assessments of geometric 3D reconstruction methods, the integration of artificial intelligence in heritage classification, and comparative studies on photogrammetry and neural radiance fields.

Articles (11)

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2025

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2025

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2024

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2023

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2023

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2023

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2021

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2021

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2021

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2020

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2020

Collaborators (4)

Dario Billi

University of Pisa

ITALY

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Michele Russo

Associate Professor

Sapienza University of Rome

ITALY

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RICCARDO BARSOTTI

University of Pisa

ITALY

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Philippe Véron

Professeur des Universités / Full Professor

Arts et Metiers Institute of Technology

FRANCE

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GABRIELLA CAROTI

Research Interests

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Articles (11)

Metric Error Assessment Regarding Geometric 3D Reconstruction of Transparent Surfaces via SfM Enhanced by 2D and 3D Gaussian Splatting

3D Reconstruction of Underwater Shipwrecks: 3D Gaussian Splatting and Structure from Motion for the Melania shipwreck

Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction

Machine Learning and Deep Learning for the Built Heritage Analysis: Laser Scanning and UAV-Based Surveying Applications on a Complex Spatial Grid Structure

Semi-automatic classification of digital heritage on the Aïoli open source 2D/3D annotation platform via machine learning and deep learning

H-BIM and Artificial Intelligence: Classification of Architectural Heritage for Semi-Automatic Scan-to-BIM Reconstruction

From the Semantic Point Cloud to Heritage-Building Information Modeling: A Semiautomatic Approach Exploiting Machine Learning

From survey to semantic representation for Cultural Heritage: the 3D modeling of recurring architectural elements

The use of image and laser scanner survey archives for cultural heritage 3D modelling and change analysis

Survey, experimental tests and mechanical modelling of the dome of Pisa Cathedral: A multidisciplinary study

SEMANTIC ANNOTATIONS ON HERITAGE MODELS: 2D/3D APPROACHES AND FUTURE RESEARCH CHALLENGES

Collaborators (4)

Dario Billi

Michele Russo

RICCARDO BARSOTTI

Philippe Véron

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