Methods and tools for 3D content knowledge understanding and reuse
Short Title: Intepretazione e riuso di modelli 3D
Principal Investigator: Franca Giannini
Strategic Areas: Information Technology | Industrial and Civil Engineering | Applied Mathematics
Research Activities: Rappresentazione e gestione della conoscenza legata a risorse informative e contenuti multidimensionali e multimediali
Staff
Marina Monti, Katia Lupinetti, Brigida Bonino
Agreements
Training activities
Subassembly Identication In Assembly Sequence Planning
Funding Body
activity partially financed by Hyperlean S.r.l. within the Industrial PhD of Brigida Bonino within the Confindustria - CNR agreement
Year of start/end
2016 / 2021
PDGP CODE
DIT.AD022.016
Tag
3D acquisition and modelling | 3D object classification | 3D shape analysis | 3D shape matching
Activity
The research activity is aimed at studying and developing methods and tools for the extraction, management and exploitation of knowledge relating to multidimensional contents (images, 3D models). It is aimed at combining techniques of geometric processing and analysis with methods of artificial intelligence and processing of specific knowledge of application contexts. Significant and semantically rich digital encodings are defined for the production of new generation content and the solution of problems of industrial interest.
Linked Products
- 2023, Journal article
Automatic Assembly Precedence Detection in Axisymmetric Products
Brigida Bonino, Franca Giannini, Marina Monti, Roberto Raaeli - 2022, Journal article
Case-based tuning of a metaheuristic algorithm exploiting sensitivity analysis and design of experiments for reverse engineering applications
G.A. Shah, A. Polette, J-P. Pernot, F. Giannini, and M. Monti - 2022, Journal article
Enhancing Product Semantics Understanding Through Automatic Part Type Recognition in CAD Assembly Models
B. Bonino, F. Giannini, M. Monti and R. Raffaeli - 2022, Journal article
User-Driven Computer -Assisted Reverse Engineering of Editable CAD Assembly Model
Ghazanfar Ali Shah, Arnaud Polette, Jean-Philippe Pernot, Franca Giannini, Marina Monti - 2021, Journal article
A Web-Based Solution Supporting CAD Assembly Model Exploration and Analysis
K. Lupinetti, D. Cabiddu, F. Giannini, M. Monti - 2021, Journal article
Review on the leveraging of design information in 3D CAD models for subassemblies identification
B. Bonino, F. Giannini, M. Monti, R. Raffaeli - 2020, Journal article
Simulated annealing-based fitting of CAD models to point clouds of mechanical parts' assemblies
A. Shah Ghazanfar, A. Polette, J-P. Pernot, F. Giannini and M. Monti - 2020, Journal article
Understanding the relationships between aesthetic properties and geometric quantities of free-form surfaces using machine learning techniques
A. Petrov, J.-P. Pernot, F. Giannini, P. Veron and B. Falcidieno - 2019, Review
Content-based CAD assembly model retrieval: Survey and future challenges
K. Lupinetti, F. Giannini, M. Monti, J-P. Pernot - 2019, Journal article
Content-based multi-criteria similarity assessment of CAD assembly models
K. Lupinetti, M. Monti, F. Giannini and J-P. Pernot - 2018, Journal article
A methodology for part classification with supervised machine learning
M. Rucco, F. Giannini, K. Lupinetti, and M. Monti - 2018, Journal article
Car model reconstruction from images through character line recognition
B. Wang, B-J. Li, F. Giannini, M. Monti, P. Hu, and J-C. Liang - 2018, Journal article
Curve-based image editing for product styling
B. Wang, B-J. Li, F. Giannini, M. Monti, P. Hu, and J-C. Liang - 2018, Journal article
Multi-criteria retrieval of CAD assembly models
K. Lupinetti, F. Giannini, M. Monti, and J-P. Pernot - 2021, Conference proceedings
A heuristic approach to detect CAD assembly clusters
B. Bonino, R. Raffaeli, M. Monti, and F. Giannini - 2021, Conference proceedings
Automatic Parts Classification to Enhance the Semantics of the CAD Assembly Models
B. Bonino, F. Giannini, M. Monti, R. Raffaeli - 2021, Conference proceedings
Sensitivity analysis for simulated annealing-based fitting of CAD models to point clouds of digitized parts
A. Shah Ghazanfar, A. Polette, J-P. Pernot, F. Giannini and M. Monti - 2020, Conference proceedings
Identification of Subassemblies by Leveraging Design Information in 3D Models
B. Bonino, F. Giannini, M. Monti,and R. Raffaeli - 2019, Conference posters
Assembly Retrieval Results Inspection in Immersive Environment
K. Lupinetti, B. Bonino, F. Giannini and M. Monti - 2019, Conference proceedings
CAD3A: a web-based application to visualize and semantically enhance CAD assembly models
Katia Lupinetti, Daniela Cabiddu, Franca Giannini, Marina Monti - 2018, Conference proceedings
Workflow provenance metadata to enhance reuse of South America drainage datasets
S. Rosim, L. Massaru Namikawa, J.R. de Freitas Oliveira, M. De Martino, and A. Quarati - 2018, Technical report
Multi-criteria similarity assessment for CAD assembly models retrieval
K. Lupinetti, F. Giannini, M. Monti, J.-P. Pernot