Content-based CAD assembly model retrieval: Survey and future challenges

K Lupinetti, JP Pernot, M Monti, F Giannini - Computer-Aided Design, 2019 - Elsevier
Currently, the content-based retrieval is a problem of major interest in several different fields
and, focusing on mechanical engineering, many approaches exist to compare and retrieve …

Shape and context-based recognition of standard mechanical parts in CAD models

B Bonino, F Giannini, M Monti, R Raffaeli - Computer-Aided Design, 2023 - Elsevier
The work here presented is part of a wider research project aimed at extracting and using in
industrial applications high level semantic information from 3D product models that are …

An ontology-based semantic retrieval approach for heterogeneous 3D CAD models

F Qin, S Gao, X Yang, M Li, J Bai - Advanced Engineering Informatics, 2016 - Elsevier
Many types of heterogeneous CAD models created by previous product development
activities are stored in enterprise databases. Searching reusable CAD models for engineer …

A survey on partial retrieval of 3D shapes

ZB Liu, SH Bu, K Zhou, SM Gao, JW Han… - Journal of Computer …, 2013 - Springer
Content-based shape retrieval techniques can facilitate 3D model resource reuse, 3D model
modeling, object recognition, and 3D content classification. Recently more and more …

Multi-criteria retrieval of CAD assembly models

K Lupinetti, F Giannini, M Monti… - … of Computational Design …, 2018 - academic.oup.com
Being able to reuse existing design knowledge is of major interest to help designers during
the creation of new products. This is true at the level of the parts and even more at the level …

CAD assembly model retrieval based on multi-source semantics information and weighted bipartite graph

Z Han, R Mo, H Yang, L Hao - Computers in Industry, 2018 - Elsevier
Content-based CAD assembly model retrieval focusing on similarity measure of bottom-level
geometry and topology information can hardly meet design demand of engineering …

A view-based 3D CAD model reuse framework enabling product lifecycle reuse

C Zhang, G Zhou - Advances in Engineering Software, 2019 - Elsevier
Abstract 3D CAD models have great significances for product lifecycle reuse as each model
aggregates abundant knowledge in a vivid 3D CAD model and enables engineers to reuse …

An efficient assembly retrieval method based on Hausdorff distance

J Zhang, J Pang, J Yu, P Wang - Robotics and Computer-Integrated …, 2018 - Elsevier
An assembly provides significant knowledge in design reuse, since it can represent parts
information and their relationships comprehensively. The retrieval of assembly has the …

A methodology for part classification with supervised machine learning

M Rucco, F Giannini, K Lupinetti, M Monti - Ai Edam, 2019 - cambridge.org
In this paper, we report on a data analysis process for the automated classification of
mechanical components. In particular, here, we describe, how to implement a machine …

Content-based multi-criteria similarity assessment of CAD assembly models

K Lupinetti, F Giannini, M Monti, JP Pernot - Computers in Industry, 2019 - Elsevier
Abstract The use of Digital Mock-Up (DMU) has become mainstream to support the
engineering activities all along the Product Development Process. Over the years …