Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Efficient geometry-based similarity search of 3D spatial databases
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Skeletonization of Three-Dimensional Object Using Generalized Potential Field
IEEE Transactions on Pattern Analysis and Machine Intelligence
Topology matching for fully automatic similarity estimation of 3D shapes
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Efficient Skeletonization of Volumetric Objects
IEEE Transactions on Visualization and Computer Graphics
Content-Based Access of VRML Libraries
MINAR '98 Proceedings of the IAPR International Workshop on Multimedia Information Analysis and Retrieval
Matching 3D Models with Shape Distributions
SMI '01 Proceedings of the International Conference on Shape Modeling & Applications
An evolutionary optimization approach for 3D human head model classification
MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
Hierarchical multi-classifier system design based on evolutionary computation technique
Multimedia Tools and Applications
3D head model retrieval in kernel feature space using HSOM
Pattern Recognition
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Due to the popularity of the Internet, multimedia searching is becoming more and more an important research area. It allows us to search the Internet for media objects by specifying some feature criteria or providing sample objects. Although a lot of work has been conducted on searching images, videos and audio, there has been very limited work on searching 3D object models and most of the proposed methods only show the performance of the proposed method, without a comparison with other methods. In this paper, we survey some representative work in this area. We show how they are implemented and compare their performances with each other using a common geometry database. We also propose the Haar wavelets method for 3D model matching. This method is simple to implement, has a very good retrieval performance, and small feature size, as demonstrated in our experiments.