Three-dimensional object recognition
ACM Computing Surveys (CSUR) - Annals of discrete mathematics, 24
A signal processing approach to fair surface design
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
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A survey of free-form object representation and recognition techniques
Computer Vision and Image Understanding
Indexing and retrieval of 3D models aided by active learning
MULTIMEDIA '01 Proceedings of the ninth ACM international conference on Multimedia
Efficient Matching and Indexing of Graph Models in Content-Based Retrieval
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3D zernike descriptors for content based shape retrieval
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CBAIVL '98 Proceedings of the IEEE Workshop on Content - Based Access of Image and Video Libraries
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GMP '00 Proceedings of the Geometric Modeling and Processing 2000
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Retrieving 3D shapes based on their appearance
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
A Survey of Content Based 3D Shape Retrieval Methods
SMI '04 Proceedings of the Shape Modeling International 2004
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Retrieval of 3D objects by visual similarity
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Describing shapes by geometrical-topological properties of real functions
ACM Computing Surveys (CSUR)
A survey of content based 3D shape retrieval methods
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A salient-point signature for 3d object retrieval
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A Critical Assessment of 2D and 3D Face Recognition Algorithms
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3D Gaussian descriptor for 3D shape retrieval
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View-based 3D model retrieval with probabilistic graph model
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Active multiple kernel learning for interactive 3D object retrieval systems
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3D shape retrieval using bag-of-feature method basing on local codebooks
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Characterizing shape using conformal factors
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
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View-based 3D object retrieval by bipartite graph matching
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Signal Processing
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Signal Processing
A probabilistic 3d model retrieval system using sphere image
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Combining topological and view-based features for 3D model retrieval
Multimedia Tools and Applications
3D shape descriptor for object recognition based on Kinect-like depth image
Image and Vision Computing
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In the past few years, there has been an increasing availability of technologies for the acquisition of digital 3D models of real objects and the consequent use of these models in a variety of applications, in medicine, engineering, and cultural heritage. In this framework, content-based retrieval of 3D objects is becoming an important subject of research, and finding adequate descriptors to capture global or local characteristics of the shape has become one of the main investigation goals. In this article, we present a comparative analysis of a few different solutions for description and retrieval by similarity of 3D models that are representative of the principal classes of approaches proposed. We have developed an experimental analysis by comparing these methods according to their robustness to deformations, the ability to capture an object's structural complexity, and the resolution at which models are considered.