Three-dimensional object recognition
ACM Computing Surveys (CSUR) - Annals of discrete mathematics, 24
Three-dimensional object recognition from single two-dimensional images
Artificial Intelligence
Graph-based heuristics for recognition of machined features from a 3D solid model
Computer-Aided Design
Neural computing: theory and practice
Neural computing: theory and practice
Solid shape
Recovery of Parametric Models from Range Images: The Case for Superquadrics with Global Deformations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Invariant Image Recognition by Zernike Moments
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Theory of Multiscale, Curvature-Based Shape Representation for Planar Curves
IEEE Transactions on Pattern Analysis and Machine Intelligence
Thinning Methodologies-A Comprehensive Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
Model-based object recognition in dense-range images—a review
ACM Computing Surveys (CSUR)
Three-dimensional alpha shapes
ACM Transactions on Graphics (TOG)
Efficient and effective querying by image content
Journal of Intelligent Information Systems - Special issue: advances in visual information management systems
S3: similarity search in CAD database systems
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Feature-based similarity assessment of solid models
SMA '97 Proceedings of the fourth ACM symposium on Solid modeling and applications
An overview of audio information retrieval
Multimedia Systems - Special issue on audio and multimedia
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Resolving non-uniqueness in design feature histories
Proceedings of the fifth ACM symposium on Solid modeling and applications
IR evaluation methods for retrieving highly relevant documents
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Finding out about: a cognitive perspective on search engine technology and the WWW
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State of the art in shape matching
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Topology matching for fully automatic similarity estimation of 3D shapes
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Information Retrieval
Digital library system: capture, analysis, query, and display 3D data
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Image Databases: Search and Retrieval of Digital Imagery
Image Databases: Search and Retrieval of Digital Imagery
Using shape distributions to compare solid models
Proceedings of the seventh ACM symposium on Solid modeling and applications
ACM Transactions on Graphics (TOG)
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Geometric Hashing: An Overview
IEEE Computational Science & Engineering
Medical Image Registration Using Geometric Hashing
IEEE Computational Science & Engineering
Shape Matching and Object Recognition Using Shape Contexts
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple Structural Alignment and Core Detection by Geometric Hashing
Proceedings of the Seventh International Conference on Intelligent Systems for Molecular Biology
3D Shape Histograms for Similarity Search and Classification in Spatial Databases
SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Content based retrieval of VRML objects: an iterative and interactive approach
Proceedings of the sixth Eurographics workshop on Multimedia 2001
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
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
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
Matching 3D Models with Shape Distributions
SMI '01 Proceedings of the International Conference on Shape Modeling & Applications
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
Model-Based Object Recognition - A Survey of Recent Research
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Shape-Similarity Comparison of 3D Models Using Alpha Shapes
PG '03 Proceedings of the 11th Pacific Conference on Computer Graphics and Applications
Pattern Classification (2nd Edition)
Pattern Classification (2nd Edition)
Retrieving 3D shapes based on their appearance
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
SMI '04 Proceedings of the Shape Modeling International 2004
ACM SIGGRAPH 2002 conference abstracts and applications
Three-Dimensional Moment Invariants
IEEE Transactions on Pattern Analysis and Machine Intelligence
An active learning framework for content-based information retrieval
IEEE Transactions on Multimedia
Coarse filters for shape matching
IEEE Computer Graphics and Applications
A deployed engineering design retrieval system using neural networks
IEEE Transactions on Neural Networks
Laplace-spectra as fingerprints for shape matching
Proceedings of the 2005 ACM symposium on Solid and physical modeling
Benchmarking CAD search techniques
Proceedings of the 2005 ACM symposium on Solid and physical modeling
Unsupervised learning from a corpus for shape-based 3D model retrieval
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
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A 3D object classifier for discriminating manufacturing processes
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Distinctive regions of 3D surfaces
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Pose-Oblivious Shape Signature
IEEE Transactions on Visualization and Computer Graphics
Partial matching of 3D shapes with priority-driven search
SGP '06 Proceedings of the fourth Eurographics symposium on Geometry processing
Size functions for 3D shape retrieval
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Density-based 3D shape descriptors
EURASIP Journal on Applied Signal Processing
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Learning semantic categories for 3D model retrieval
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Stratified helix information of medial-axis-points matching for 3D model retrieval
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A boosting approach to content-based 3D model retrieval
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Similarity measures for mid-surface quality evaluation
Computer-Aided Design
Upright orientation of man-made objects
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Analogical recognition of shape and structure in design drawings
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Size functions for comparing 3D models
Pattern Recognition
Describing shapes by geometrical-topological properties of real functions
ACM Computing Surveys (CSUR)
A survey of content based 3D shape retrieval methods
Multimedia Tools and Applications
A powerful relevance feedback mechanism for content-based 3D model retrieval
Multimedia Tools and Applications
Comparison of Dimension Reduction Methods for Database-Adaptive 3D Model Retrieval
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A salient-point signature for 3d object retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Ranking on semantic manifold for shape-based 3d model retrieval
MIR '08 Proceedings of the 1st ACM international conference on Multimedia information retrieval
Spatially Enhanced Bags of Words for 3D Shape Retrieval
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
A New Shape Benchmark for 3D Object Retrieval
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A diffusion wavelet approach for 3-D model matching
Computer-Aided Design
ANN-based 3D part search with different levels of detail (LOD) in negative feature decomposition
Expert Systems with Applications: An International Journal
A Bag of Words Approach for 3D Object Categorization
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Samera: a scalable and memory-efficient feature extraction algorithm for short 3D video segments
Proceedings of the 2nd International Conference on Immersive Telecommunications
Semantic-based partial retrieval of CAD models for design reuse
2009 SIAM/ACM Joint Conference on Geometric and Physical Modeling
Dense sampling and fast encoding for 3D model retrieval using bag-of-visual features
Proceedings of the ACM International Conference on Image and Video Retrieval
Laplace-Beltrami spectra as 'Shape-DNA' of surfaces and solids
Computer-Aided Design
Shape-based searching for product lifecycle applications
Computer-Aided Design
Technical section: Second order 3D shape features: An exhaustive study
Computers and Graphics
Extracting common design patterns from a set of solid models
Computer-Aided Design
Shape-based clustering for 3D CAD objects: A comparative study of effectiveness
Computer-Aided Design
Searching Multiple Artifacts: A Comprehensive Framework for Complex Search Situations
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
Shape-Based Autotagging of 3D Models for Retrieval
SAMT '09 Proceedings of the 4th International Conference on Semantic and Digital Media Technologies: Semantic Multimedia
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
3d object retrieval using salient views
Proceedings of the international conference on Multimedia information retrieval
Automatic combination of feature descriptors for effective 3D shape retrieval
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
MADE: a composite visual-based 3D shape descriptor
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Using enhanced shape distributions to compare CAD models
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
An ontology and SWRL based 3D model retrieval system
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Supervised learning of similarity measures for content-based 3D model retrieval
LKR'08 Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application
Selective feature combination and automatic shape categorization of 3D models
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
Semantic 3D model retrieval based on semantic tree and shape feature
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5
3D CAD model matching from 2D local invariant features
Computers in Industry
Shape Similarity for 3D Video Sequences of People
International Journal of Computer Vision
A 3D Shape Retrieval Framework Supporting Multimodal Queries
International Journal of Computer Vision
Subspace methods for retrieval of general 3D models
Computer Vision and Image Understanding
A shape-based searching system for industrial components
Proceedings of the 15th International Conference on Web 3D Technology
Technical Section: Automatic discovery of common design structures in CAD models
Computers and Graphics
Design reuse oriented partial retrieval of CAD models
Computer-Aided Design
Distance metric learning and feature combination for shape-based 3D model retrieval
Proceedings of the ACM workshop on 3D object retrieval
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
Artwork 3D model database indexing and classification
Pattern Recognition
Design reusability assessment for effective CAD model retrieval and reuse
International Journal of Computer Applications in Technology
ModelSeek: an effective 3D model retrieval system
Multimedia Tools and Applications
On the use of implicit shape models for recognition of object categories in 3D data
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Teaching a humanoid robot to draw `Shapes'
Autonomous Robots
Journal of Computational Physics
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
3D CAD model retrieval with perturbed Laplacian spectra
Computers in Industry
Automatic comparison and remeshing applied to CAD model modification
Computer-Aided Design
A probability-based unified 3d shape search
SAMT'06 Proceedings of the First international conference on Semantic and Digital Media Technologies
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
On volume distribution features based 3d model retrieval
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Artificial Intelligence for Engineering Design, Analysis and Manufacturing - Representing and Reasoning About Three-Dimensional Space
Projected area based 3d shape similarity evaluation
DGCI'06 Proceedings of the 13th international conference on Discrete Geometry for Computer Imagery
A flexible assembly retrieval approach for model reuse
Computer-Aided Design
Improving 3D similarity search by enhancing and combining 3D descriptors
Multimedia Tools and Applications
Unsupervised upright orientation of man-made models
Graphical Models
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
3D object retrieval using an efficient and compact hybrid shape descriptor
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
Similarity score fusion by ranking risk minimization for 3D object retrieval
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
Visual vocabulary signature for 3D object retrieval and partial matching
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 template based 3D model retrieval
EG 3DOR'11 Proceedings of the 4th Eurographics conference on 3D Object Retrieval
Affine-invariant photometric heat kernel signatures
EG 3DOR'12 Proceedings of the 5th Eurographics conference on 3D Object Retrieval
3D model retrieval using hybrid features and class information
Multimedia Tools and Applications
Relaxed lightweight assembly retrieval using vector space model
Computer-Aided Design
Global Non-rigid Alignment of Surface Sequences
International Journal of Computer Vision
A practical solution for ripe tomato recognition and localisation
Journal of Real-Time Image Processing
Direct mapping of X3D scenes to MPEG-7 descriptions
Proceedings of the 18th International Conference on 3D Web Technology
Combining topological and view-based features for 3D model retrieval
Multimedia Tools and Applications
Comparison of organs' shapes with geometric and Zernike 3D moments
Computer Methods and Programs in Biomedicine
Partial retrieval of CAD models based on local surface region decomposition
Computer-Aided Design
A novel 3D model retrieval approach using combined shape distribution
Multimedia Tools and Applications
3D shape descriptor for object recognition based on Kinect-like depth image
Image and Vision Computing
Local signature quantization by sparse coding
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
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Three-dimensional shape searching is a problem of current interest in several different fields. Most techniques have been developed for a particular domain and reduce a shape into a simpler shape representation. The techniques developed for a particular domain will also find applications in other domains. We classify and compare various 3D shape searching techniques based on their shape representations. A brief description of each technique is provided followed by a detailed survey of the state-of-the-art. The paper concludes by identifying gaps in current shape search techniques and identifies directions for future research.