Feature sensitive mesh segmentation
Proceedings of the 2006 ACM symposium on Solid and physical modeling
Simultaneous shape decomposition and skeletonization
Proceedings of the 2006 ACM symposium on Solid and physical modeling
Fast mesh segmentation using random walks
Proceedings of the 2008 ACM symposium on Solid and physical modeling
Impact of vertex clustering on registration-based 3D dynamic mesh coding
Image and Vision Computing
Randomized cuts for 3D mesh analysis
ACM SIGGRAPH Asia 2008 papers
3D Mesh Exploration for Smart Visual Interfaces
VISUAL '08 Proceedings of the 10th international conference on Visual Information Systems: Web-Based Visual Information Search and Management
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
A benchmark for 3D mesh segmentation
ACM SIGGRAPH 2009 papers
Rapid and effective segmentation of 3D models using random walks
Computer Aided Geometric Design
Technical Section: Consistent segmentation of 3D models
Computers and Graphics
ACM SIGGRAPH ASIA 2009 Courses
ACM Transactions on Graphics (TOG)
A hierarchical segmentation of articulated bodies
SGP '08 Proceedings of the Symposium on Geometry Processing
Learning 3D mesh segmentation and labeling
ACM SIGGRAPH 2010 papers
A mesh meaningful segmentation algorithm using Skeleton and minima-rule
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Meaningful mesh segmentation guided by the 3D short-cut rule
GMP'08 Proceedings of the 5th international conference on Advances in geometric modeling and processing
International Journal of Computer Vision
ACM SIGGRAPH 2010 Courses
Shape decomposition and understanding of point cloud objects based on perceptual information
Proceedings of the 9th ACM SIGGRAPH Conference on Virtual-Reality Continuum and its Applications in Industry
A spectral approach to nonlocal mesh editing
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Using the skeleton for 3D object decomposition
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
Elements of geometry processing
SIGGRAPH Asia 2011 Courses
Sub-sampling for efficient spectral mesh processing
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Quadric surface extraction by variational shape approximation
GMP'06 Proceedings of the 4th international conference on Geometric Modeling and Processing
Variational mesh decomposition
ACM Transactions on Graphics (TOG)
Visible neighborhood graph of point clouds
Graphical Models
Markov random fields for improving 3D mesh analysis and segmentation
EG 3DOR'08 Proceedings of the 1st Eurographics conference on 3D Object Retrieval
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We formulate and apply spectral clustering to 3D mesh segmentation for the first time and report our preliminary findings. Given a set of mesh faces, an affinity matrix which encodes the likelihood of each pair of faces belonging to the same group is first constructed. Spectral methods then use selected eigenvectors of the affinity matrix or its closely related graph Laplacian to obtain data representations that can be more easily clustered. We develop an algorithm that favors segmentation along concave regions, which is inspired by human perception. Our algorithm is theoretically sound, efficient, simple to implement, and can achieve high-quality segmentation results on 3D meshes.