Shape-based retrieval and analysis of 3d models
Communications of the ACM - 3d hard copy
Salient geometric features for partial shape matching and similarity
ACM Transactions on Graphics (TOG)
Content-based retrieval of 3D models
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Unsupervised learning from a corpus for shape-based 3D model retrieval
MIR '06 Proceedings of the 8th ACM international workshop on Multimedia information retrieval
3D object retrieval using 2D line drawing and graph based relevance reedback
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
A partial shape matching technique for 3D model retrieval systems
SIGGRAPH '05 ACM SIGGRAPH 2005 Posters
Pattern Recognition
A new 3D model retrieval approach based on the elevation descriptor
Pattern Recognition
Information Sciences: an International Journal
Distinctive regions of 3D surfaces
ACM Transactions on Graphics (TOG)
A spectral approach to shape-based retrieval of articulated 3D models
Computer-Aided Design
Pose-Oblivious Shape Signature
IEEE Transactions on Visualization and Computer Graphics
Data-Driven Grasp Synthesis Using Shape Matching and Task-Based Pruning
IEEE Transactions on Visualization and Computer Graphics
A probabilistic approach for 3D shape retrieval by characteristic views
Pattern Recognition Letters
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
SGP '06 Proceedings of the fourth Eurographics symposium on Geometry processing
3D-Model search engine from photos
Proceedings of the 6th ACM international conference on Image and video retrieval
Density-based 3D shape descriptors
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Applied Signal Processing
Motion segmentation and retrieval for 3D video based on modified shape distribution
EURASIP Journal on Applied Signal Processing
Proceedings of the international workshop on Workshop on multimedia information retrieval
Learning semantic categories for 3D model retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
Stratified helix information of medial-axis-points matching for 3D model retrieval
Proceedings of the international workshop on Workshop on multimedia information retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
Upright orientation of man-made objects
ACM SIGGRAPH 2008 papers
Size functions for comparing 3D models
Pattern Recognition
Retrieving 3D CAD model by freehand sketches for design reuse
Advanced Engineering Informatics
Describing shapes by geometrical-topological properties of real functions
ACM Computing Surveys (CSUR)
Reverse innovative design - an integrated product design methodology
Computer-Aided Design
Pose Insensitive 3D Retrieval by Poisson Shape Histogram
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
Comparison of Dimension Reduction Methods for Database-Adaptive 3D Model Retrieval
Adaptive Multimedial Retrieval: Retrieval, User, and Semantics
State-of-the-art on spatio-temporal information-based video retrieval
Pattern Recognition
Multiresolution wavelet analysis of shape orientation for 3d shape 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
A New Shape Benchmark for 3D Object Retrieval
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing
Topology-Invariant Similarity of Nonrigid Shapes
International Journal of Computer Vision
A 3D model retrieval approach using the interior and exterior 3D shape information
Multimedia Tools and Applications
A Bag of Words Approach for 3D Object Categorization
MIRAGE '09 Proceedings of the 4th International Conference on Computer Vision/Computer Graphics CollaborationTechniques
3D object retrieval using the 3D shape impact descriptor
Pattern Recognition
Samera: a scalable and memory-efficient feature extraction algorithm for short 3D video segments
Proceedings of the 2nd International Conference on Immersive Telecommunications
Local feature extraction and matching on range images: 2.5D SIFT
Computer Vision and Image Understanding
Temporal segmentation of 3-D video by histogram-based feature vectors
IEEE Transactions on Circuits and Systems for Video Technology
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
Technical section: Second order 3D shape features: An exhaustive study
Computers and Graphics
Research challenges for digital archives of 3D cultural heritage models
Journal on Computing and Cultural Heritage (JOCCH)
A three dimensional box counting method for measuring fractal dimensions of 3D models
IMSA '07 Proceedings of the Eleventh IASTED International Conference on Internet and Multimedia Systems and Applications
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
A euclidean-geodesic shape distribution for retrieval of time-varying mesh sequences
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
A 3D shape descriptor: 4D hyperspherical harmonics "an exploration into the fourth dimension"
GVE '07 Proceedings of the IASTED International Conference on Graphics and Visualization in Engineering
Ellipsoidal harmonics for 3-D shape description and retrieval
IEEE Transactions on Multimedia
Proceedings of the 2010 ACM SIGGRAPH symposium on Interactive 3D Graphics and Games
Pairwise region-based scan alignment
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Force field based expression for 3D shape retrieval
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction platforms and techniques
An images-based 3d model retrieval approach
MMM'08 Proceedings of the 14th international conference on Advances in multimedia modeling
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
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
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
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
3D shape retrieval by Poisson histogram
Pattern Recognition Letters
Measuring 3D shape similarity by graph-based matching of the medial scaffolds
Computer Vision and Image Understanding
From 2D silhouettes to 3D object retrieval: contributions and benchmarking
Journal on Image and Video Processing
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
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
3D model retrieval based on adaptive views clustering
ICAPR'05 Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II
Electric field force features-harmonic representation for 3d shape similarity
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Towards automatic classification of 3-d museum artifacts using ontological concepts
CIVR'05 Proceedings of the 4th international conference on Image and Video Retrieval
New 3d fourier descriptors for genus-zero mesh objects
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part I
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
On volume distribution features based 3d model retrieval
ICAT'06 Proceedings of the 16th international conference on Advances in Artificial Reality and Tele-Existence
Shape-based retrieval of articulated 3d models using spectral embedding
GMP'06 Proceedings of the 4th international conference on Geometric Modeling and Processing
A comparison framework for 3d object classification methods
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Density-based shape descriptors for 3d object retrieval
MRCS'06 Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security
Exploiting model similarity for indexing and matching to a large model database
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Unsupervised upright orientation of man-made models
Graphical Models
Keypoints and Local Descriptors of Scalar Functions on 2D Manifolds
International Journal of Computer Vision
Computers & Mathematics with Applications
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
Isometry-invariant matching of point set surfaces
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
Similarity score fusion by ranking risk minimization for 3D object retrieval
EG 3DOR'08 Proceedings of the 1st 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
Heat diffusion approach for feature-based body scans analysis
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
Stratified point sampling of 3D models
SPBG'04 Proceedings of the First Eurographics conference on Point-Based Graphics
A view-based 3D object shape representation technique
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Multi-scale salient feature extraction on mesh models
CVM'12 Proceedings of the First international conference on Computational Visual Media
A probabilistic 3d model retrieval system using sphere image
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Subspace-based clustering and retrieval of 3-D objects
Computers and Electrical Engineering
Retrieval of high-dimensional visual data: current state, trends and challenges ahead
Multimedia Tools and Applications
3D shape descriptor for object recognition based on Kinect-like depth image
Image and Vision Computing
Dynamic maps for exploring and browsing shapes
SGP '13 Proceedings of the Eleventh Eurographics/ACMSIGGRAPH Symposium on Geometry Processing
Local signature quantization by sparse coding
3DOR '13 Proceedings of the Sixth Eurographics Workshop on 3D Object Retrieval
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Recent developments in techniques for modeling, digitizingand visualizing 3D shapes has led to an explosion inthe number of available 3D models on the Internet and indomain-specific databases. This has led to the developmentof 3D shape retrieval systems that, given a query object,retrieve similar 3D objects. For visualization, 3D shapesare often represented as a surface, in particular polygonalmeshes, for example in VRML format. Often these modelscontain holes, intersecting polygons, are not manifold,and do not enclose a volume unambiguously. On the contrary,3D volume models, such as solid models producedby CAD systems, or voxels models, enclose a volume properly.This paper surveys the literature on methods for contentbased 3D retrieval, taking into account the applicabilityto surface models as well as to volume models. The methodsare evaluated with respect to several requirements ofcontent based 3D shape retrieval, such as: (1) shape representationrequirements, (2) properties of dissimilarity measures,(3) efficiency, (4) discrimination abilities, (5) abilityto perform partial matching, (6) robustness, and (7) necessityof pose normalization. Finally, the advantages and limitsof the several approaches in content based 3D shape retrievalare discussed.