Topology matching for fully automatic similarity estimation of 3D shapes
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Using shape distributions to compare solid models
Proceedings of the seventh ACM symposium on Solid modeling and applications
ACM Transactions on Graphics (TOG)
Web-Based 3D Geometry Model Retrieval
World Wide Web
Early experiences with a 3D model search engine
Web3D '03 Proceedings of the eighth international conference on 3D Web technology
A Reflective Symmetry Descriptor
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
3D Object Retrieval by Shape Similarity
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Spin Images and Neural Networks for Efficient Content-Based Retrieval in 3D Object Databases
CIVR '02 Proceedings of the International Conference on Image and Video Retrieval
Scale-space representation of 3D models and topological matching
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
3D zernike descriptors for content based shape retrieval
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
Acquisition, representation, query and analysis of spatial data: a demonstration 3D digital library
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Shape-Similarity Search of 3D Models by using Enhanced Shape Functions
TPCG '03 Proceedings of the Theory and Practice of Computer Graphics 2003
Rotation invariant spherical harmonic representation of 3D shape descriptors
Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Shape-Similarity Comparison of 3D Models Using Alpha Shapes
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Retrieving 3D shapes based on their appearance
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
An evolutionary optimization approach for 3D human head model classification
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Content-based Three-dimensional Engineering Shape Search
ICDE '04 Proceedings of the 20th International Conference on Data Engineering
ACM SIGGRAPH 2004 Papers
A Flexible Similarity Measure for 3D Shapes Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Retrieval of 3D objects by visual similarity
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Interactive retrieval of 3D shape models using physical objects
Proceedings of the 12th annual ACM international conference on Multimedia
The correspondence framework for 3D surface matching algorithms
Computer Vision and Image Understanding
Delaunay triangulations approximate anchor hulls
SODA '05 Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms
Symbolic Signatures for Deformable Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Salient geometric features for partial shape matching and similarity
ACM Transactions on Graphics (TOG)
Generalizations of angular radial transform for 2D and 3D shape retrieval
Pattern Recognition Letters
3D model metrieval based on volumetric extended gaussian image and hierarchical self organizing map
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
3DString: a feature string kernel for 3D object classification on voxelized data
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Delaunay triangulations approximate anchor hulls
Computational Geometry: Theory and Applications
3D model retrieval using principal plane analysis and dynamic programming
Pattern Recognition
A framework for the automatic annotation of car aesthetics
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Computing geodesic spectra of surfaces
Proceedings of the 2007 ACM symposium on Solid and physical modeling
ACM SIGGRAPH 2002 conference abstracts and applications
A spectral approach to shape-based retrieval of articulated 3D models
Computer-Aided Design
Deformable Model Retrieval Based on Topological and Geometric Signatures
IEEE Transactions on Visualization and Computer Graphics
An Approximate and Efficient Method for Optimal Rotation Alignment of 3D Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
SCA '07 Proceedings of the 2007 ACM SIGGRAPH/Eurographics symposium on Computer animation
A probabilistic approach for 3D shape retrieval by characteristic views
Pattern Recognition Letters
Reconstruction of solid models from oriented point sets
SGP '05 Proceedings of the third Eurographics symposium on Geometry processing
Shape based 3D model retrieval without query
Proceedings of the 6th ACM international conference on Image and video retrieval
3D model search and retrieval using the spherical trace transform
EURASIP Journal on Applied Signal Processing
Size functions for comparing 3D models
Pattern Recognition
Retrieving 3D CAD model by freehand sketches for design reuse
Advanced Engineering Informatics
Invariant features for searching in protein fold databases
International Journal of Computer Mathematics - Bioinformatics
Pose Insensitive 3D Retrieval by Poisson Shape Histogram
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
A method for content-based 3D model retrieval by 2D projection views
WSEAS Transactions on Circuits and Systems
An Intrinsic Framework for Analysis of Facial Surfaces
International Journal of Computer Vision
A diffusion wavelet approach for 3-D model matching
Computer-Aided Design
Elastic Shape Models for Face Analysis Using Curvilinear Coordinates
Journal of Mathematical Imaging and Vision
3D Multimedia Data Search System Based on Stochastic ARG Matching Method
MMM '09 Proceedings of the 15th International Multimedia Modeling Conference on Advances in Multimedia Modeling
Symmetric reconstruction algorithms for incomplete 3D models
International Journal of Computer Applications in Technology
Extracting Structured Topological Features from 3D Facial Surface: Approach and Applications
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Instance-based AMN classification for improved object recognition in 2D and 3D laser range data
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
View topics: automatically generated characteristic view for content-based 3D object retrieval
Proceedings of the ACM International Conference on Image and Video Retrieval
The correspondence framework for 3D surface matching algorithms
Computer Vision and Image Understanding
Three-dimensional shape searching: state-of-the-art review and future trends
Computer-Aided Design
A barcode shape descriptor for curve point cloud data
Computers and Graphics
Technical section: Second order 3D shape features: An exhaustive study
Computers and Graphics
A 3-D Search engine based on Fourier series
Computer Vision and Image Understanding
Stereo-based pedestrian detection for collision-avoidance applications
IEEE Transactions on Intelligent Transportation Systems
A Shape Relationship Descriptor for Radiation Therapy Planning
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
Dataglove calibration with constructed grasping esture database
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
Pairwise region-based scan alignment
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Shape-based search of mechanical CAD models for product data management
International Journal of Computer Applications in Technology
3D model retrieval based on multi-shell extended Gaussian image
VISUAL'07 Proceedings of the 9th international conference on Advances in visual information systems
Technical Section: Feature-aligned harmonic volumetric mapping using MFS
Computers and Graphics
Spherical Correlation of Visual Representations for 3D Model Retrieval
International Journal of Computer Vision
A 3D Shape Retrieval Framework Supporting Multimodal Queries
International Journal of Computer Vision
PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval
International Journal of Computer Vision
Seek-n-Tag: a game for labeling and classifying virtual world objects
Proceedings of Graphics Interface 2010
Design reuse oriented partial retrieval of CAD models
Computer-Aided Design
Sketch-based 3D model retrieval using diffusion tensor fields of suggestive contours
Proceedings of the international conference on Multimedia
Parts-based 3D object classification
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
A statistical approach for achievable dose querying in IMRT planning
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Characterizing 3D shapes using fractal dimension
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
3D model search using stochastic attributed relational tree matching
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
3D shape retrieval by Poisson histogram
Pattern Recognition Letters
Affine invariant descriptors using principal components analysis
Pattern Recognition and Image Analysis
From 2D silhouettes to 3D object retrieval: contributions and benchmarking
Journal on Image and Video Processing
Directional histogram model for three-dimensional shape similarity
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
STELA: sketch-based 3D model retrieval using a structure-based local approach
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Product structure (BOM)-based product similarity measures using orthogonal procrustes approach
Computers and Industrial Engineering
A new algorithm for 3D shape recognition by means of the 2D point distance histogram
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
3D model retrieval using the histogram of orientation of suggestive contours
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Automatic comparison and remeshing applied to CAD model modification
Computer-Aided Design
A shape distribution for comparing 3d models
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Normalization and alignment of 3d objects based on bilateral symmetry planes
MMM'07 Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I
Using irreducible group representations for invariant 3d shape description
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Reeb graph based partial shape retrieval for non-rigid 3D object
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Q-Gram statistics descriptor in 3d shape classification
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Geodesics between 3d closed curves using path-straightening
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
A new 3-D model retrieval system based on aspect-transition descriptor
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
3-D shape analysis of anatomical structures based on an interactive multiresolution approach
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part I
Towards automatic classification of 3-d museum artifacts using ontological concepts
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Chi-square goodness-of-fit test of 3d point correspondence for model similarity measure and analysis
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
Content-Based 3d retrieval by krawtchouk moments
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Shape filtering for false positive reduction at computed tomography colonography
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Efficient retrieval of 3d models based on integer medial axis skeleton
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
3D model similarity measurement with geometric feature map based on phase-encoded range image
PCM'04 Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III
Efficient 3d model retrieval method using geometric characteristics in intersected meshes
MDAI'05 Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence
Similarity estimation of 3d shapes using modal strain energy
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
Content-based retrieval of 3d head models using a single face view query
PCM'04 Proceedings of the 5th Pacific Rim Conference on Advances in Multimedia Information Processing - Volume Part II
SSTD'05 Proceedings of the 9th international conference on Advances in Spatial and Temporal Databases
Shape-based retrieval of articulated 3d models using spectral embedding
GMP'06 Proceedings of the 4th international conference on Geometric Modeling and Processing
A 3D geometry search engine in support of learning
ICWL'07 Proceedings of the 6th international conference on Advances in web based learning
Towards a process model for identifying knowledge-related structures in product data
PAKM'06 Proceedings of the 6th international conference on Practical Aspects of Knowledge Management
View context: a 3D model feature for retrieval
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Intuitive interfaces for motion generation and search
IHI'04 Proceedings of the 2004 international conference on Intuitive Human Interfaces for Organizing and Accessing Intellectual Assets
Content-Based 3d model retrieval for digital museum
Edutainment'06 Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment
3D object retrieval based on a graph model descriptor
Neurocomputing
Computers & Mathematics with Applications
3D object retrieval using an efficient and compact hybrid shape descriptor
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Stratified point sampling of 3D models
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
A barcode shape descriptor for curve point cloud data
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Shape segmentation and matching from noisy point clouds
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
Introducing topological attributes for objective-based visualization of simulated datasets
VG'05 Proceedings of the Fourth Eurographics / IEEE VGTC conference on Volume Graphics
Combining textural and geometrical descriptors for scene recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
3D shape classification using commute time
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
3D model retrieval using hybrid features and class information
Multimedia Tools and Applications
A probabilistic 3d model retrieval system using sphere image
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Screened poisson surface reconstruction
ACM Transactions on Graphics (TOG)
Sketch-based 3D model retrieval by incorporating 2D-3D alignment
Multimedia Tools and Applications
3D shape descriptor for object recognition based on Kinect-like depth image
Image and Vision Computing
SHREC'13 track: retrieval on textured 3D models
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
Charge density-based 3D model retrieval using bag-of-feature
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
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Measuring the similarity between 3D shapes is a fundamental problem, with applications in computer vision, molecular biology, computer graphics, and a variety of other fields. A challenging aspect of this problem is to find a suitable shape signature that can be constructed and compared quickly, while still discriminating between similar and dissimilar shapes.In this paper, we propose and analyze a method for computing shape signatures for arbitrary (possibly degenerate) 3D polygonal models. The key idea is to represent the signature of an object as a shape distribution sampled from a shape function measuring global geometric properties of an object. The primary motivation for this approach is to reduce the shape matching problem to the comparison of probability distributions, which is simpler than traditional shape matching methods that require pose registration, feature correspondence, or model fitting.We find that the dissimilarities between sampled distributions of simple shape functions (e.g., the distance between two random points on a surface) provide a robust method for discriminating between classes of objects (e.g., cars versus airplanes) in a moderately sized database, despite the presence of arbitrary translations, rotations, scales, mirrors, tessellations, simplifications, and model degeneracies. They can be evaluated quickly, and thus the proposed method could be applied as a pre-classifier in an object recognition system or in an interactive content-based retrieval application.