Extended cone-curvature based salient points detection and 3D model retrieval

Authors:
Yujie Liu;Xiaodong Zhang;Zongmin Li;Hua Li
Affiliations:
School of Computer Science and Communication Engineering, China University of Petroleum, Qingdao, China 266555;Center for Human Computer Interaction, Shenzhen Institute of Advanced Integration Technology, Qingdao, China 266555;School of Computer Science and Communication Engineering, China University of Petroleum, Qingdao, China 266555;National Research Center for Intelligent Computing Systems, Institute of Computing Technology, Chinese Academy of Sciences, Beijing, China 100190
Venue:
Multimedia Tools and Applications
Year:
2013

Citing 16
Cited 0

A new Voronoi-based surface reconstruction algorithm

Proceedings of the 25th annual conference on Computer graphics and interactive techniques
Topology matching for fully automatic similarity estimation of 3D shapes

Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Shape distributions

ACM Transactions on Graphics (TOG)
A search engine for 3D models

ACM Transactions on Graphics (TOG)
3D Shape Histograms for Similarity Search and Classification in Spatial Databases

SSD '99 Proceedings of the 6th International Symposium on Advances in Spatial Databases
Nefertiti: a query by content software for three-dimensional models databases management

NRC '97 Proceedings of the International Conference on Recent Advances in 3-D Digital Imaging and Modeling
A Metric for Distributions with Applications to Image Databases

ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Retrieving 3D shapes based on their appearance

MIR '03 Proceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval
A Flexible Similarity Measure for 3D Shapes Recognition

IEEE Transactions on Pattern Analysis and Machine Intelligence
Selecting Distinctive 3D Shape Descriptors for Similarity Retrieval

SMI '06 Proceedings of the IEEE International Conference on Shape Modeling and Applications 2006
Shape Topics: A Compact Representation and New Algorithms for 3D Partial Shape Retrieval

CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
3D model retrieval using principal plane analysis and dynamic programming

Pattern Recognition
Distinctive regions of 3D surfaces

ACM Transactions on Graphics (TOG)
Deformable Model Retrieval Based on Topological and Geometric Signatures

IEEE Transactions on Visualization and Computer Graphics
Using Non Local Features for 3D Shape Grouping

SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Part analogies in sets of objects

EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval

Quantified Score

Hi-index	0.00

Visualization

Abstract

Local feature extraction of 3D model has become a more and more important aspect in terms of 3D model shape feature extraction. Compared with the global feature, it is more suitable to do the partial retrieval and more robust to the model deformation. In this paper, a local feature called extended cone-curvature feature is proposed to describe the local shape feature of 3D model mesh. Based on the extended cone-curvature feature, salient points and salient regions are extracted by using a new salient point detection method. Then extended cone-curvature feature and local shape distribution feature calculated on the salient regions are used together as shape index, and the earth mover's distance is employed to accomplish similarity measure. After many times' retrieval experiments, the new extended cone-curvature descriptor we propose has more efficient and effective performance than shape distribution descriptor and light field descriptor especially on deformable model retrieval.