Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using shape distributions to compare solid models
Proceedings of the seventh ACM symposium on Solid modeling and applications
ACM Transactions on Graphics (TOG)
Confetti: Object-Space Point Blending and Splatting
IEEE Transactions on Visualization and Computer Graphics
International Journal of Computer Vision
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)
Intraclass Retrieval of Nonrigid 3D Objects: Application to Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
3D model retrieval using principal plane analysis and dynamic programming
Pattern Recognition
A new 3D model retrieval approach based on the elevation descriptor
Pattern Recognition
3D model comparison using spatial structure circular descriptor
Pattern Recognition
Content-Based Retrieval of 3-D Objects Using Spin Image Signatures
IEEE Transactions on Multimedia
Bayesian Tensor Approach for 3-D Face Modeling
IEEE Transactions on Circuits and Systems for Video Technology
Proceedings of the international conference on Multimedia
3D object retrieval with bag-of-region-words
Proceedings of the international conference on Multimedia
Intelligent query: open another door to 3d object retrieval
Proceedings of the international conference on Multimedia
3D model retrieval using weighted bipartite graph matching
Image Communication
k-Partite graph reinforcement and its application in multimedia information retrieval
Information Sciences: an International Journal
View-based 3D object retrieval by bipartite graph matching
Proceedings of the 20th ACM international conference on Multimedia
Combining topological and view-based features for 3D model retrieval
Multimedia Tools and Applications
A novel 3D model retrieval approach using combined shape distribution
Multimedia Tools and Applications
Hi-index | 0.01 |
In this paper, we present a view-based 3D model retrieval algorithm using probabilistic graph model. In this work, five circle camera arrays are employed, and five groups of views are captured from each 3D model. Each captured view set is modeled as a first order Markov Chain. The task of 3D model retrieval is defined as a probabilistic analysis procedure, and the comparison between the query and other 3D models is changed to compute the conditional probabilities of 3D models in the database given the query model. The purpose to search 3D model is to find the maximal a posterior probability of the models in the database given the query model. Then, we present a solution to estimate the conditional probabilities. The proposed 3D model retrieval algorithm has been evaluated on the NTU 3D model database. Experimental results and comparison with other methods show the effectiveness of the proposed approach.