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Published byGriselda Lloyd Modified over 9 years ago
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Segmentation Reporter: Xiaoqun Wu Date: 2008/10/30
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Papers Patch-type Segmentation of Voxel Shapes using Simplified Surface Skeletons Part-type Segmentation of Articulated Voxel Shapes using the Junctions Rules
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Authors Dennie Reniers Ph.D Student of Dept. of Mathematics and Computing Science at Tu/e His research interests include shape analysis, representation and segmentation, and discrete geometry Alexandru Telea Assistant Prof. of Dept. of Mathematics and Computing Science at Tu/e
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The Problem
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Two Types Patch-type Segmentation: Geometry-Oriented Part-type Segmentation Semantically-Oriented
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Two Types Patch-type Part-type
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Conceptions Surface skeleton Curve skeleton
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Patch-type Segmentation of Voxel Shapes using Simplified Surface Skeletons
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Patch-type Segmentation Main idea: The boundaries of the surface skeleton map one- to-one to the edges of the 3D shape
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Edge Detection Compute Surface Skeleton Simplify Skeleton Edge Erosion Handling Corners
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Surface Skeleton Distance Transform Feature Transform Surface Skeleton
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Foreground Skeleton Background Skeleton
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Surface Skeleton Background Skeleton
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Simplify Skeleton Importance Measure The length of shortest path on the surface boundary between two feature points F(p) Simplified Skeleton
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Simplify Skeleton
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Edge Detection Feature collection Convex Edges Concave Edges Edges
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Edge erosion
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Handling Corners
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Complexity
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Results
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Comparison
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Part-type Segmentation of Articulated Voxel-Shapes using the Junction Rule
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Main idea
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Main steps Compute Curve Skeleton Simplify Skeleton Detect Junction Place Part Cuts
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Surface Skeleton Distance Transform Feature Transform Surface Skeleton
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Curve Skeleton The set of shortest paths Curve Skeleton
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Simplify Curve Skeleton
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Detect Junction
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Place part cut
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Geodesicness measure The larger, the better
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Place cut part
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Results
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Comparison
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Conclusion Two Methods Patch-type Segmentation Surface Skeleton Part-type Segmentation Curve Skeleton
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Thank you!
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