A survey of content based 3D shape retrieval methods

JWH Tangelder, RC Veltkamp - Proceedings Shape Modeling …, 2004 - ieeexplore.ieee.org
Recent developments in techniques for modeling, digitizing and visualizing 3D shapes has
led to an explosion in the number of available 3D models on the Internet and in domain …

Deep learning for big data applications in CAD and PLM–Research review, opportunities and case study

J Dekhtiar, A Durupt, M Bricogne, B Eynard… - Computers in …, 2018 - Elsevier
With the increasing amount of available data, computing power and network speed for a
decreasing cost, the manufacturing industry is facing an unprecedented amount of data to …

SHOT: Unique signatures of histograms for surface and texture description

S Salti, F Tombari, L Di Stefano - Computer Vision and Image …, 2014 - Elsevier
This paper presents a local 3D descriptor for surface matching dubbed SHOT. Our proposal
stems from a taxonomy of existing methods which highlights two major approaches, referred …

The evolution, challenges, and future of knowledge representation in product design systems

SK Chandrasegaran, K Ramani, RD Sriram… - Computer-aided …, 2013 - Elsevier
Product design is a highly involved, often ill-defined, complex and iterative process, and the
needs and specifications of the required artifact get more refined only as the design process …

A survey on shape correspondence

O Van Kaick, H Zhang, G Hamarneh… - Computer graphics …, 2011 - Wiley Online Library
We review methods designed to compute correspondences between geometric shapes
represented by triangle meshes, contours or point sets. This survey is motivated in part by …

Intrinsic shape signatures: A shape descriptor for 3D object recognition

Y Zhong - 2009 IEEE 12th international conference on …, 2009 - ieeexplore.ieee.org
This paper presents a new approach for recognition of 3D objects that are represented as
3D point clouds. We introduce a new 3D shape descriptor called Intrinsic Shape Signature …

Laplace–Beltrami spectra as 'Shape-DNA'of surfaces and solids

M Reuter, FE Wolter, N Peinecke - Computer-Aided Design, 2006 - Elsevier
This paper introduces a method to extract 'Shape-DNA', a numerical fingerprint or signature,
of any 2d or 3d manifold (surface or solid) by taking the eigenvalues (ie the spectrum) of its …

3d deep shape descriptor

Y Fang, J Xie, G Dai, M Wang, F Zhu… - Proceedings of the …, 2015 - openaccess.thecvf.com
Shape descriptor is a concise yet informative representation that provides a 3D object with
an identification as a member of some category. This paper developed a concise deep …

A large-scale annotated mechanical components benchmark for classification and retrieval tasks with deep neural networks

S Kim, H Chi, X Hu, Q Huang, K Ramani - Computer Vision–ECCV 2020 …, 2020 - Springer
We introduce a large-scale annotated mechanical components benchmark for classification
and retrieval tasks named Mechanical Components Benchmark (MCB): a large-scale …

The reference system in the model of PGE: proposing a generalized description of reference products and their interrelations

A Albers, S Rapp, M Spadinger, T Richter… - Proceedings of the …, 2019 - cambridge.org
Samsung recently introduced a new smartphone display with increased breaking resistance,
which will probably be relevant for future cars as well. This example shows that subsystems …