Domenica D. Costantino

AI-Assisted Scan-to-BIM for Masonry Arch Bridges: From Point Cloud Segmentation to Parametric Heritage BIM Reconstruction

Vincenzo Saverio Alfio, Massimiliano PEPE, Donato Palumbo, Ahmed Kamal Hamed Dewedar et autres

This paper shows an AI-assisted workflow supported by a Large Language Model for the geometric and informative reconstruction of masonry arch bridges from multi-source input data. The proposed methodology combines point cloud preprocessing, vegetation filtering, AI-based or semi-automatic segmentation, geometric feature extraction, …

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LIP3D Project: LIving forever the Past through a 3Digital World

Massimiliano Pepe, Oliva Menozzi, Domenica D. Costantino, Vincenzo Saverio Alfio et autres

The Living Forever the Past through a 3Digital World (Lip3D) project is focused on advancing a range of interconnected activities at each archaeological site, which will establish a shared workspace that features 3D digitization of archaeological locations, virtual reality experiences of reconstructed …

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Practices of BIM-Enabled Assessment of Politehnica University Timisoara Building Stock for a More Sustainable Future

Sorin Herban, Andrei Crişan, Simon Pescari, Adrian Alionescu et autres

The aim of the paper is to identify energy inefficiencies and to propose energy-saving solutions to reduce the carbon footprint of the structures, considering Building Information Modelling—Existing Conditions Model as an enabling tool. The initiative underscores the role of Building Information Modelling—Existing …

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An effective Method For 3D Modelling of Urban Areas from Aerial Images and LiDAR data

Massimiliano Pepe, Domenica D. Costantino, Vincenzo Saverio Alfio

Abstract. The aim of the paper is to identify a suitable methodology for the construction of 3D City Models (3DCM) from geospatial data. Recently, the use of hybrid sensors i.e. nadiral and oblique cameras supplemented by Light Detection And Ranging (LiDAR) sensors …

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GIS Approach for Mosaic Tesserae Recognition by Supervised Image Classification

Vincenzo Saverio Alfio, Massimiliano Pepe, Domenica D. Costantino, Laura Baratin

This article describes the methodology used to automatically classify the constituent elements of a monochromatic mosaic from the Roman era. The classification involved the recognition of the tesserae (fragments of black and white materials for the floor ornamentation) of the mosaic using …

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Quad-mesh modelling for finite element method applications in heritage structures

Vincenzo Saverio Alfio, Domenica D. Costantino, Massimiliano Pepe, Sorin Herban et autres

The historical architectural heritage is often exposed to a high risk of damage due not only to natural events, but also to poor maintenance or neglect. In order to preserve it, it is necessary to conduct a series of multilevel and multidisciplinary …

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From Point Cloud to BIM: A New Method Based on Efficient Point Cloud Simplification by Geometric Feature Analysis and Building Parametric Objects in Rhinoceros/Grasshopper Software

Massimiliano Pepe, Alfredo Restuccia Garofalo, Domenica D. Costantino, Federica Francesca Tana et autres

The aim of the paper is to identify an efficient method for transforming the point cloud into parametric objects in the fields of architecture, engineering and construction by four main steps: 3D survey of the structure under investigation, generation of a new …

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The Use of Random Forest for the Classification of Point Cloud in Urban Scene

Vincenzo Saverio Alfio, Massimiliano Pepe, Domenica D. Costantino

From 3D Point Cloud to an Intelligent Model Set for Cultural Heritage Conservation

Andrei Crişan, Massimiliano Pepe, Domenica D. Costantino, Sorin Herban

Cultural heritage conservation demands interdisciplinary and complex documentation and analysis while facing increasing pressure to adopt sustainable and productive practices. This paper bridges these gaps by proposing a methodology and a set of requirements for Building Information Modeling (BIM) models aligned with …

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Topographic Measurements and Statistical Analysis in Static Load Testing of Railway Bridge Piers

Massimiliano Pepe, Domenica D. Costantino, Vincenzo Saverio Alfio

The aim of the paper is to identify a suitable method for assessing the deformation of structures (buildings, bridges, walls, etc.) by means of topographic measurements of significant targets positioned on the infrastructure under consideration. In particular, the paper describes an approach …

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Pharmacist

Maria Grazia Cattaneo, Sabrina Beltramini, Susanna Ciampalini, Domenica D. Costantino et autres

Management practices within the healthcare sector are shaped by a multitude of professional, social, political and technical factors. This Elgar Encyclopedia of Healthcare Management provides clarity with holistic definitions and descriptions of essential healthcare systems, leadership and administration. Both engaging with new …

Assessment of 3D Model for Photogrammetric Purposes Using AI Tools Based on NeRF Algorithm

Massimiliano Pepe, Vincenzo Saverio Alfio, Domenica D. Costantino

The aim of the paper is to analyse the performance of the Neural Radiance Field (NeRF) algorithm, implemented in Instant-NGP software, for photogrammetric purposes. To achieve this aim, several datasets with different characteristics were analysed, taking into account object size, image acquisition …

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