Three-dimensional object recognition
ACM Computing Surveys (CSUR) - Annals of discrete mathematics, 24
Geometric and solid modeling: an introduction
Geometric and solid modeling: an introduction
Solid shape
Dynamic 3D Models with Local and Global Deformations: Deformable Superquadrics
IEEE Transactions on Pattern Analysis and Machine Intelligence
The VRML 2.0 handbook: building moving worlds on the web
The VRML 2.0 handbook: building moving worlds on the web
Feature-based similarity assessment of solid models
SMA '97 Proceedings of the fourth ACM symposium on Solid modeling and applications
Approximate nearest neighbors: towards removing the curse of dimensionality
STOC '98 Proceedings of the thirtieth annual ACM symposium on Theory of computing
Point Signatures: A New Representation for 3D Object Recognition
International Journal of Computer Vision
Shape Evolution With Structural and Topological Changes Using Blending
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parameter-controlled volume thinning
CVGIP: Graphical Models and Image Processing
A simple heuristic based genetic algorithm for the maximum clique problem
SAC '98 Proceedings of the 1998 ACM symposium on Applied Computing
The digital Michelangelo project: 3D scanning of large statues
Proceedings of the 27th annual conference on Computer graphics and interactive techniques
State of the art in shape matching
Principles of visual information retrieval
A survey of free-form object representation and recognition techniques
Computer Vision and Image Understanding
Database techniques for archival of solid models
Proceedings of the sixth ACM symposium on Solid modeling and applications
Topology matching for fully automatic similarity estimation of 3D shapes
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Indexing and retrieval of 3D models aided by active learning
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Image Processing: The Fundamentals
Image Processing: The Fundamentals
Using shape distributions to compare solid models
Proceedings of the seventh ACM symposium on Solid modeling and applications
ACM Transactions on Graphics (TOG)
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
ACM Transactions on Graphics (TOG)
Shape Matching and Object Recognition Using Shape Contexts
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
Shock-Based Indexing into Large Shape Databases
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
A Pseudo-Metric for Weighted Point Sets
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Tracking Points on Deformable Objects Using Curvature Information
ECCV '92 Proceedings of the Second European Conference on Computer Vision
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
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
Automated learning of model classifications
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
Effective Similarity Search on Voxelized CAD Objects
DASFAA '03 Proceedings of the Eighth International Conference on Database Systems for Advanced Applications
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Shape-Similarity Search of Three-Dimensional Models Using Parameterized Statistics
PG '02 Proceedings of the 10th Pacific Conference on Computer Graphics and Applications
An overview on properties and efficacy of topological skeletons in Shape Modelling
SMI '03 Proceedings of the Shape Modeling International 2003
Skeleton Based Shape Matching and Retrieval
SMI '03 Proceedings of the Shape Modeling International 2003
Shape-Similarity Search of 3D Models by using Enhanced Shape Functions
TPCG '03 Proceedings of the Theory and Practice of Computer Graphics 2003
View-Based 3-D Object Recognition using Shock Graphs
ICPR '02 Proceedings of the 16 th International Conference on Pattern Recognition (ICPR'02) Volume 3 - Volume 3
Content-based Retrieval of 3D Models in Distributed Web Databases by Visual Shape Information
IV '00 Proceedings of the International Conference on Information Visualisation
Using sets of feature vectors for similarity search on voxelized CAD objects
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
Rotation invariant spherical harmonic representation of 3D shape descriptors
Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Machining Feature-Based Comparisons of Mechanical Parts
SMI '01 Proceedings of the International Conference on Shape Modeling & Applications
A Geometric Approach to 3D Object Comparison
SMI '01 Proceedings of the International Conference on Shape Modeling & Applications
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
A Reflective Symmetry Descriptor for 3D Models
Algorithmica
Augmented Reeb Graphs for Content-Based Retrieval of 3D Mesh Models
SMI '04 Proceedings of the Shape Modeling International 2004
ACM SIGGRAPH 2004 Papers
ACM SIGGRAPH 2004 Papers
A Bayesian Framework for 3D Models Retrieval Based on Characteristic Views
3DPVT '04 Proceedings of the 3D Data Processing, Visualization, and Transmission, 2nd International Symposium
3D Model Retrieval Based on 2D Slice Similarity Measurements
3DPVT '04 Proceedings of the 3D Data Processing, Visualization, and Transmission, 2nd International Symposium
A Surface Partitioning Spectrum (SPS) for Retrieval and Indexing of 3D CAD Models
3DPVT '04 Proceedings of the 3D Data Processing, Visualization, and Transmission, 2nd International Symposium
Thickness Histogram and Statistical Harmonic Representation for 3D Model Retrieval
3DPVT '04 Proceedings of the 3D Data Processing, Visualization, and Transmission, 2nd International Symposium
Shape representations and algorithms for three-dimensional model retrieval
Shape representations and algorithms for three-dimensional model retrieval
A Robust Method for Shape-Based 3D Model Retrieval
PG '04 Proceedings of the Computer Graphics and Applications, 12th Pacific Conference
Automatic Selection and Combination of Descriptors for Effective 3D Similarity Search
ISMSE '04 Proceedings of the IEEE Sixth International Symposium on Multimedia Software Engineering
Feature Combination and Relevance Feedback for 3D Model Retrieval
MMM '05 Proceedings of the 11th International Multimedia Modelling Conference
Symmetry descriptors and 3D shape matching
Proceedings of the 2004 Eurographics/ACM SIGGRAPH symposium on Geometry processing
Feature-based similarity search in 3D object databases
ACM Computing Surveys (CSUR)
Content-based retrieval of 3D models
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
3D model retrieval using principal plane analysis and dynamic programming
Pattern Recognition
Multivariate Density-Based 3D Shape Descriptors
SMI '07 Proceedings of the IEEE International Conference on Shape Modeling and Applications 2007
Partial matching of 3D shapes with priority-driven search
SGP '06 Proceedings of the fourth Eurographics symposium on Geometry processing
Three-dimensional shape searching: state-of-the-art review and future trends
Computer-Aided Design
A comparison framework for 3d object classification methods
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Coarse filters for shape matching
IEEE Computer Graphics and Applications
Stratified point sampling of 3D models
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
A rectilinearity measurement for 3d meshes
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Multiresolution wavelet analysis of shape orientation for 3d shape retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Graphical Models
Boosting 3D object retrieval by object flexibility
MM '09 Proceedings of the 17th ACM international conference on Multimedia
Shape-Based Autotagging of 3D Models for Retrieval
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
3D Gaussian descriptor for 3D shape retrieval
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Shape-based indexing scheme for camera view invariant 3-D object retrieval
Multimedia Tools and Applications
Squigraphs for fine and compact modeling of 3-D shapes
IEEE Transactions on Image Processing
3d object retrieval using salient views
Proceedings of the international conference on Multimedia information retrieval
Technologies and the development of the Automated Metadata Indexing and Analysis (AMIA) system
Journal of Visual Communication and Image Representation
Similarity Learning for 3D Object Retrieval Using Relevance Feedback and Risk Minimization
International Journal of Computer Vision
International Journal of Computer Vision
Spherical Correlation of Visual Representations for 3D Model 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
Putting the crowd to work in a knowledge-based factory
Advanced Engineering Informatics
A 3D shape retrieval framework for 3D smart cities
Frontiers of Computer Science in China
Style-content separation by anisotropic part scales
ACM SIGGRAPH Asia 2010 papers
Sketch-based 3D model retrieval using diffusion tensor fields of suggestive contours
Proceedings of the international conference on Multimedia
Intelligent query: open another door to 3d object retrieval
Proceedings of the international conference on Multimedia
Local visual patch for 3d shape retrieval
Proceedings of the ACM workshop on 3D object retrieval
Distance metric learning and feature combination for shape-based 3D model retrieval
Proceedings of the ACM workshop on 3D object retrieval
Indexing of 3d models based on graph of surfacic regions
Proceedings of the ACM workshop on 3D object retrieval
3D similarity search using a weighted structural histogram representation
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
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
ECDL'10 Proceedings of the 14th European conference on Research and advanced technology for digital libraries
Geodesic shape retrieval via optimal mass transport
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Artwork 3D model database indexing and classification
Pattern Recognition
Shape google: Geometric words and expressions for invariant shape retrieval
ACM Transactions on Graphics (TOG)
Hybrid associative retrieval of three-dimensional models
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Geodesic Methods in Computer Vision and Graphics
Foundations and Trends® in Computer Graphics and Vision
3D model retrieval using weighted bipartite graph matching
Image Communication
International Journal of Computer Vision
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
ModelSeek: an effective 3D model retrieval system
Multimedia Tools and Applications
A highly repeatable feature detector: improved Harris---Laplace
Multimedia Tools and Applications
Semantic 3D Media and Content: Surface partial matching and application to archaeology
Computers and Graphics
Characterizing structural relationships in scenes using graph kernels
ACM SIGGRAPH 2011 papers
Data miming: inferring spatial object descriptions from human gesture
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
STELA: sketch-based 3D model retrieval using a structure-based local approach
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
SMI 2011: Full Paper: Geometric models with weigthed topology
Computers and Graphics
Semantic 3D Media and Content: Semantics and 3D media: Current issues and perspectives
Computers and Graphics
Using mathematical morphology for similarity search of 3D objects
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Active multiple kernel learning for interactive 3D object retrieval systems
ACM Transactions on Interactive Intelligent Systems (TiiS)
Journal of Computational Physics
Robustness and modularity of 2-dimensional size functions: an experimental study
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
CSS-AFFN: a dataset representation model for active recognition systems
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Towards cognitive grasping: modeling of unknown objects and its corresponding grasp types
Intelligent Service Robotics
A new algorithm for computing the 2-dimensional matching distance between size functions
Pattern Recognition Letters
Interaction techniques for integrated content-based enterprise search
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part III
Retrieval of 3D polygonal objects based on multiresolution signatures
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - 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
Scene parsing using a prior world model
International Journal of Robotics Research
Local features for partial shape matching and retrieval
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Pattern Recognition Letters
Lightweight Web3D modeling by finding and reusing repeated components
Proceedings of the 10th International Conference on Virtual Reality Continuum and Its Applications in Industry
Automatic upright orientation and good view recognition for 3D man-made models
Pattern Recognition
Partial retrieval of CAD models based on the gradient flows in Lie group
Pattern Recognition
Graph-based combinations of fragment descriptors for improved 3D Object Retrieval
Proceedings of the 3rd Multimedia Systems Conference
A flexible assembly retrieval approach for model reuse
Computer-Aided Design
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Improving 3D similarity search by enhancing and combining 3D descriptors
Multimedia Tools and Applications
Extending MPEG-7 for efficient annotation of complex web 3D scenes
Multimedia Tools and Applications
Contour canonical form: an efficient intrinsic embedding approach to matching non-rigid 3D objects
Proceedings of the 2nd ACM International Conference on Multimedia Retrieval
The hitchhiker's guide to the galaxy of mathematical tools for shape analysis
ACM SIGGRAPH 2012 Courses
3D shape retrieval using bag-of-feature method basing on local codebooks
ICISP'12 Proceedings of the 5th international conference on Image and Signal Processing
An interactive approach to semantic modeling of indoor scenes with an RGBD camera
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Co-abstraction of shape collections
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Multi-scale approximation of the matching distance for shape retrieval
CTIC'12 Proceedings of the 4th international conference on Computational Topology in Image Context
A comparison of methods for non-rigid 3D shape retrieval
Pattern Recognition
Benchmarks, performance evaluation and contests for 3D shape retrieval
Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop
Characterizing shape using conformal factors
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Template based shape descriptor
EG 3DOR'09 Proceedings of the 2nd Eurographics conference on 3D Object Retrieval
Multilevel relevance feedback for 3D shape retrieval
EG 3DOR'09 Proceedings of the 2nd Eurographics conference on 3D Object Retrieval
Robust volumetric shape descriptor
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Feature selection for enhanced spectral shape comparison
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
SHREC'10 track: range scan retrieval
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
ConTopo: non-rigid 3D object retrieval using topological information guided by conformal factors
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
A GPU based high-efficient and accurate optimal pose alignment approach of 3D objects
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
Feature template based 3D model retrieval
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
Similarity based object retrieval of composite neuronal structures
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
Towards an immersive interface for 3D object retrieval
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
Topic based pose relevance learning in dance archives
Proceedings of the 21st ACM international conference on Information and knowledge management
Combining textural and geometrical descriptors for scene recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
3D shape analysis for liver-gallbladder anatomical structure retrieval
MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
Information-theoretic selection of high-dimensional spectral features for structural recognition
Computer Vision and Image Understanding
Cortical 3D Face and Object Recognition Using 2D Projections
International Journal of Creative Interfaces and Computer Graphics
3D model retrieval using hybrid features and class information
Multimedia Tools and Applications
Feature-Preserved 3D Canonical Form
International Journal of Computer Vision
Exploiting 3d part-based analysis, description and indexing to support medical applications
MCBR-CDS'12 Proceedings of the Third MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Qualitative organization of collections of shapes via quartet analysis
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
STV-based video feature processing for action recognition
Signal Processing
3D face recognition using local binary patterns
Signal Processing
ε-Isometry based shape approximation for image content representation
Signal Processing
Direct mapping of X3D scenes to MPEG-7 descriptions
Proceedings of the 18th International Conference on 3D Web Technology
The persistence space in multidimensional persistent homology
DGCI'13 Proceedings of the 17th IAPR international conference on Discrete Geometry for Computer Imagery
Content-based 3D model retrieval using a single depth image from a low-cost 3D camera
The Visual Computer: International Journal of Computer Graphics
A multiresolution descriptor for deformable 3D shape retrieval
The Visual Computer: International Journal of Computer Graphics
Generic fitted shapes (GFS): Volumetric object segmentation in service robotics
Robotics and Autonomous Systems
Partial retrieval of CAD models based on local surface region decomposition
Computer-Aided Design
Computer Vision and Image Understanding
Consensus strategy for clustering using RC-images
Pattern Recognition
Viewpoint information-theoretic measures for 3D shape similarity
Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Recognising 3D products and sourcing part documentation with scanned data
Computers in Industry
CM-BOF: visual similarity-based 3D shape retrieval using Clock Matching and Bag-of-Features
Machine Vision and Applications
Automated pulmonary nodule detection based on three-dimensional shape-based feature descriptor
Computer Methods and Programs in Biomedicine
3D object retrieval in an atlas of neuronal structures
The Visual Computer: International Journal of Computer Graphics
A novel 3D model retrieval approach using combined shape distribution
Multimedia Tools and Applications
Comparing shapes through multi-scale approximations of the matching distance
Computer Vision and Image Understanding
PHOG: photometric and geometric functions for textured shape retrieval
SGP '13 Proceedings of the Eleventh Eurographics/ACMSIGGRAPH Symposium on Geometry Processing
Semantizing complex 3D scenes using constrained attribute grammars
SGP '13 Proceedings of the Eleventh Eurographics/ACMSIGGRAPH Symposium on Geometry Processing
Compact vectors of locally aggregated tensors for 3D shape retrieval
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
Learning kernels on extended Reeb graphs for 3d shape classification and retrieval
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
3D-model retrieval using bag-of-features based on closed curves
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
Hi-index | 0.01 |
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-specific databases. This has led to the development of 3D shape retrieval systems that, given a query object, retrieve similar 3D objects. For visualization, 3D shapes are often represented as a surface, in particular polygonal meshes, for example in VRML format. Often these models contain holes, intersecting polygons, are not manifold, and do not enclose a volume unambiguously. On the contrary, 3D volume models, such as solid models produced by CAD systems, or voxels models, enclose a volume properly. This paper surveys the literature on methods for content based 3D retrieval, taking into account the applicability to surface models as well as to volume models. The methods are evaluated with respect to several requirements of content based 3D shape retrieval, such as: (1) shape representation requirements, (2) properties of dissimilarity measures, (3) efficiency, (4) discrimination abilities, (5) ability to perform partial matching, (6) robustness, and (7) necessity of pose normalization. Finally, the advantages and limitations of the several approaches in content based 3D shape retrieval are discussed.