Characterization of Signals from Multiscale Edges
IEEE Transactions on Pattern Analysis and Machine Intelligence
A signal processing approach to fair surface design
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Local Grayvalue Invariants for Image Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature-based similarity assessment of solid models
SMA '97 Proceedings of the fourth ACM symposium on Solid modeling and applications
Nonlinear component analysis as a kernel eigenvalue problem
Neural Computation
Mapping a manifold of perceptual observations
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
Evaluation of Interest Point Detectors
International Journal of Computer Vision - Special issue on a special section on visual surveillance
A discourse on geometric feature recognition from CAD models
Journal of Computing and Information Science in Engineering
Using shape distributions to compare solid models
Proceedings of the seventh ACM symposium on Solid modeling and applications
ACM Transactions on Graphics (TOG)
Laplacian Eigenmaps for dimensionality reduction and data representation
Neural Computation
Object Recognition from Local Scale-Invariant Features
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Rotation invariant spherical harmonic representation of 3D shape descriptors
Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
An approach to a feature-based comparison of solid models of machined parts
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
A Performance Evaluation of Local Descriptors
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature-based similarity search in 3D object databases
ACM Computing Surveys (CSUR)
A 3D object classifier for discriminating manufacturing processes
Computers and Graphics
A spectral approach to shape-based retrieval of articulated 3D models
Computer-Aided Design
Calligraphic Interfaces: Classifier combination for sketch-based 3D part retrieval
Computers and Graphics
Introduction to Information Retrieval
Introduction to Information Retrieval
Three-dimensional shape searching: state-of-the-art review and future trends
Computer-Aided Design
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
3D model retrieval using 2D view and transform-based features
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
Cost estimation of custom hoses from STL files and CAD drawings
Computers in Industry
3D imaging application in the studies of micro air vehicles
Computers in Industry
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The matching of particular types of CAD models to existing physical models can provide invaluable support to the process of CAD design and reuse. To meet the demand for fast and robust algorithms to detect predefined models in database, an local invariant model matching approach is proposed in this paper. It first maps the 3D CAD model to 2D principal image plane by its first two principal components, and then finds affine invariant key points in the 2D image. The CAD model matching problem is implemented as key points matching. Experimental results show the proposed 3D model retrieval method performs fairly well in retrieving similar models from a database of 3D CAD models.