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- Q267189 subject Q5875502.
- Q267189 abstract "Active shape models (ASMs) are statistical models of the shape of objects which iteratively deform to fit to an example of the object in a new image, developed by Tim Cootes and Chris Taylor in 1995. The shapes are constrained by the PDM (point distribution model) Statistical Shape Model to vary only in ways seen in a training set of labelled examples. The shape of an object is represented by a set of points (controlled by the shape model). The ASM algorithm aims to match the model to a new image. The ASM works by alternating the following steps: Generate a suggested shape by looking in the image around each point for a better position for the point. This is commonly done using what is called a "profile model", which looks for strong edges or uses the Mahalanobis distance to match a model template for the point. Conform the suggested shape to the point distribution model, commonly called a "shape model" in this context. The figure to the right shows an example.The technique has been widely used to analyse images of faces, mechanical assemblies and medical images (in 2D and 3D).It is closely related to the active appearance model. It is also known as a “Smart Snakes” method, since it is an analog to an active contour model which would respect explicit shape constraints.".
- Q267189 thumbnail Operation_Of_Shape_Model_In_Active_Shape_Model.jpg?width=300.
- Q267189 wikiPageExternalLink asmlib-opencv.
- Q267189 wikiPageExternalLink timothy.f.cootes.
- Q267189 wikiPageExternalLink index.html.
- Q267189 wikiPageExternalLink 26706-active-shape-model-asm.
- Q267189 wikiPageExternalLink stasm.
- Q267189 wikiPageWikiLink Q127313.
- Q267189 wikiPageWikiLink Q1334846.
- Q267189 wikiPageWikiLink Q207961.
- Q267189 wikiPageWikiLink Q2100760.
- Q267189 wikiPageWikiLink Q2845240.
- Q267189 wikiPageWikiLink Q3284399.
- Q267189 wikiPageWikiLink Q344000.
- Q267189 wikiPageWikiLink Q5875502.
- Q267189 wikiPageWikiLink Q7604414.
- Q267189 comment "Active shape models (ASMs) are statistical models of the shape of objects which iteratively deform to fit to an example of the object in a new image, developed by Tim Cootes and Chris Taylor in 1995. The shapes are constrained by the PDM (point distribution model) Statistical Shape Model to vary only in ways seen in a training set of labelled examples. The shape of an object is represented by a set of points (controlled by the shape model).".
- Q267189 label "Active shape model".
- Q267189 depiction Operation_Of_Shape_Model_In_Active_Shape_Model.jpg.