From the semantic point cloud to heritage-building information modeling: A semiautomatic approach exploiting machine learning
This work presents a semi-automatic approach to the 3D reconstruction of Heritage-Building
Information Models from point clouds based on machine learning techniques. The use of …
Information Models from point clouds based on machine learning techniques. The use of …
H-BIM and artificial intelligence: classification of architectural heritage for semi-automatic scan-to-BIM reconstruction
We propose a semi-automatic Scan-to-BIM reconstruction approach, making the most of
Artificial Intelligence (AI) techniques, for the classification of digital architectural heritage …
Artificial Intelligence (AI) techniques, for the classification of digital architectural heritage …
Semi-automatic classification of digital heritage on the Aïoli open source 2D/3D annotation platform via machine learning and deep learning
Today, digital tools represent a privileged means of describing and understanding of cultural
heritage. However, existing hybrid methods for semantic annotation on digital models are …
heritage. However, existing hybrid methods for semantic annotation on digital models are …
Comparative Assessment of Neural Radiance Fields and Photogrammetry in Digital Heritage: Impact of Varying Image Conditions on 3D Reconstruction
This paper conducts a comparative evaluation between Neural Radiance Fields (NeRF) and
photogrammetry for 3D reconstruction in the cultural heritage domain. Focusing on three …
photogrammetry for 3D reconstruction in the cultural heritage domain. Focusing on three …
Detection and classification of aircraft fixation elements during manufacturing processes using a convolutional neural network
The aerospace sector is one of the main economic drivers that strengthens our present,
constitutes our future and is a source of competitiveness and innovation with great …
constitutes our future and is a source of competitiveness and innovation with great …
Machine Learning and Deep Learning for the Built Heritage Analysis: Laser Scanning and UAV-Based Surveying Applications on a Complex Spatial Grid Structure
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 …
consuming due to the difficulties involved in modeling existing structures and the complex …
A risk index for the structural diagnosis of masonry heritage (RISDiMaH)
Experts responsible for the safety evaluation of unique masonry heritage structures usually
need to weigh information from various diagnosis activities before deciding the best course …
need to weigh information from various diagnosis activities before deciding the best course …
[PDF][PDF] Geomatics for Cultural Heritage conservation: Integrated survey and 3D modeling
Purpose of this paper is to illustrate the contribution of geomatics studies in management
and protection of Cultural Heritage assets. Architectural surveys, carried out by integrating …
and protection of Cultural Heritage assets. Architectural surveys, carried out by integrating …
From survey to semantic representation for Cultural Heritage: the 3D modeling of recurring architectural elements
Abstract The digitization of Cultural Heritage paves the way for new approaches to surveying
and restitution of historical sites. With a view to the management of integrated programs of …
and restitution of historical sites. With a view to the management of integrated programs of …
[HTML][HTML] An automated sonic tomography system for the inspection of historical masonry walls
Background: The conservation of the built masonry heritage requires a comprehensive
understanding of its geometrical, structural, and material characteristics. Non-destructive …
understanding of its geometrical, structural, and material characteristics. Non-destructive …