SLIDE 1
Computer Vision
Statistical Shape Analysis
Shape
- Shape is the geometric information that remains when translation,
rotation, and scale are factored out.
- Landmark points.
- D'Arcy Thompson.
- David George Kendall
- Fred Bookstein.
Computer Vision Statistical Shape Analysis Shape Shape is the - - PowerPoint PPT Presentation
Computer Vision Statistical Shape Analysis Shape Shape is the - - PowerPoint PPT Presentation
Computer Vision Statistical Shape Analysis Shape Shape is the geometric information that remains when translation, rotation, and scale are factored out. Landmark points. D'Arcy Thompson. David George Kendall Fred Bookstein.
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SLIDE 3
Landmark points
An anatomical landmark is a point assigned by an ex pen that corresponds between organisms in some biologically meaningful way, e.g. the corner of an eye or the meeting of two sutures on a skull. Mathematical landmarks are points located on an object according to some mathematical or geometrical property of the figure. e.g. at a point of high curvature. Pseudo-landmarks are constructed points on an organism, located either around the outline or in between anatomical or mathematical landmarks. For example, equally spaced points on the outlines
- f micro-fossils.
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Active Shape Models
SLIDE 5
3D Active Shape Models
Hamsici, Martinez, ICCV 2009
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Shape analysis with rotation invariant kernels
Hamsici, Martinez, PAMI 2008
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Rotation Invariant Kernels algorithm
Hamsici, Martinez, PAMI 2008
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Object Catagorization from Shape
Hamsici, Martinez, PAMI 2008
SLIDE 9