A Method for Registration of 3-D Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
Point Signatures: A New Representation for 3D Object Recognition
International Journal of Computer Vision
Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
ACM Transactions on Graphics (TOG)
IEEE Transactions on Pattern Analysis and Machine Intelligence
Early experiences with a 3D model search engine
Web3D '03 Proceedings of the eighth international conference on 3D Web technology
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Rotation invariant spherical harmonic representation of 3D shape descriptors
Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
A Survey of Content Based 3D Shape Retrieval Methods
SMI '04 Proceedings of the Shape Modeling International 2004
SMI '04 Proceedings of the Shape Modeling International 2004
Shape Matching and Object Recognition Using Low Distortion Correspondences
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 1 - Volume 01
The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features
ICCV '05 Proceedings of the Tenth IEEE International Conference on Computer Vision - Volume 2
Feature-based similarity search in 3D object databases
ACM Computing Surveys (CSUR)
Salient geometric features for partial shape matching and similarity
ACM Transactions on Graphics (TOG)
Selecting Distinctive 3D Shape Descriptors for Similarity Retrieval
SMI '06 Proceedings of the IEEE International Conference on Shape Modeling and Applications 2006
SGP '05 Proceedings of the third Eurographics symposium on Geometry processing
Multi-scale features for approximate alignment of point-based surfaces
SGP '05 Proceedings of the third Eurographics symposium on Geometry processing
Three-dimensional shape searching: state-of-the-art review and future trends
Computer-Aided Design
Linear model hashing and batch RANSAC for rapid and accurate object recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Shape modeling and matching in identifying protein structure from low-resolution images
Proceedings of the 2007 ACM symposium on Solid and physical modeling
Distinctive regions of 3D surfaces
ACM Transactions on Graphics (TOG)
ACM SIGGRAPH 2007 papers
Visual equivalence: towards a new standard for image fidelity
ACM SIGGRAPH 2007 papers
A boosting approach to content-based 3D model retrieval
Proceedings of the 5th international conference on Computer graphics and interactive techniques in Australia and Southeast Asia
Shape modeling and matching in identifying 3D protein structures
Computer-Aided Design
A survey of content based 3D shape retrieval methods
Multimedia Tools and Applications
A rectilinearity measurement for 3d meshes
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Robust principal axes determination for point-based shapes using least median of squares
Computer-Aided Design
Möbius voting for surface correspondence
ACM SIGGRAPH 2009 papers
Ellipsoidal harmonics for 3-D shape description and retrieval
IEEE Transactions on Multimedia
Deformation-driven shape correspondence
SGP '08 Proceedings of the Symposium on Geometry Processing
Content-based 3D object retrieval using 2D views
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Spectral-Driven Isometry-Invariant Matching of 3D Shapes
International Journal of Computer Vision
PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval
International Journal of Computer Vision
Learning Robust Similarity Measures for 3D Partial Shape Retrieval
International Journal of Computer Vision
Contextual Part Analogies in 3D Objects
International Journal of Computer Vision
Context-based search for 3D models
ACM SIGGRAPH Asia 2010 papers
Orientation invariant 3D object classification using hough transform based methods
Proceedings of the ACM workshop on 3D object retrieval
Affine puzzle: realigning deformed object fragments without correspondences
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Artwork 3D model database indexing and classification
Pattern Recognition
From 2D silhouettes to 3D object retrieval: contributions and benchmarking
Journal on Image and Video Processing
Semantic 3D Media and Content: Surface partial matching and application to archaeology
Computers and Graphics
ACM SIGGRAPH 2011 papers
Partial retrieval of CAD models based on the gradient flows in Lie group
Pattern Recognition
A flexible assembly retrieval approach for model reuse
Computer-Aided Design
Schelling points on 3D surface meshes
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
3D object retrieval using an efficient and compact hybrid shape descriptor
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Part analogies in sets of objects
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Retrieval of 3D articulated objects using a graph-based representation
EG 3DOR'09 Proceedings of the 2nd Eurographics conference on 3D Object Retrieval
Learning the compositional structure of man-made objects for 3D shape retrieval
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Bag of words and local spectral descriptor for 3D partial shape retrieval
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
Scale Normalization for Isometric Shape Matching
Computer Graphics Forum
Relaxed lightweight assembly retrieval using vector space model
Computer-Aided Design
Feature-Preserved 3D Canonical Form
International Journal of Computer Vision
Diffusion pruning for rapidly and robustly selecting global correspondences using local isometry
ACM Transactions on Graphics (TOG)
A Fourier-theoretic approach for inferring symmetries
Computational Geometry: Theory and Applications
CM-BOF: visual similarity-based 3D shape retrieval using Clock Matching and Bag-of-Features
Machine Vision and Applications
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Priority-driven search is an algorithm for retrieving similar shapes from a large database of 3D objects. Given a query object and a database of target objects, all represented by sets of local 3D shape features, the algorithm produces a ranked list of the c best target objects sorted by how well any subset of k features on the query match features on the target object. To achieve this goal, the system maintains a priority queue of potential sets of feature correspondences (partial matches) sorted by a cost function accounting for both feature dissimilarity and the geometric deformation. Only partial matches that can possibly lead to the best full match are popped off the queue, and thus the system is able to find a provably optimal match while investigating only a small subset of potential matches. New methods based on feature distinction, feature correspondences at multiple scales, and feature difference ranking further improve search time and retrieval performance. In experiments with the Princeton Shape Benchmark, the algorithm provides significantly better classification rates than previously tested shape matching methods while returning the best matches in a few seconds per query.