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- Active_shape_model 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.".
- Active_shape_model thumbnail Operation_Of_Shape_Model_In_Active_Shape_Model.jpg?width=300.
- Active_shape_model wikiPageExternalLink asmlib-opencv.
- Active_shape_model wikiPageExternalLink timothy.f.cootes.
- Active_shape_model wikiPageExternalLink index.html.
- Active_shape_model wikiPageExternalLink 26706-active-shape-model-asm.
- Active_shape_model wikiPageExternalLink stasm.
- Active_shape_model wikiPageID "2288302".
- Active_shape_model wikiPageRevisionID "585953338".
- Active_shape_model hasPhotoCollection Active_shape_model.
- Active_shape_model subject Category:Computer_vision.
- Active_shape_model 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).".
- Active_shape_model label "Active Shape Model".
- Active_shape_model label "Active shape model".
- Active_shape_model label "Modelo de forma activo".
- Active_shape_model label "Активная модель формы".
- Active_shape_model label "نموذج الشكل المتغير".
- Active_shape_model sameAs Active_Shape_Model.
- Active_shape_model sameAs Modelo_de_forma_activo.
- Active_shape_model sameAs 능동적_형태_모델.
- Active_shape_model sameAs m.07139l.
- Active_shape_model sameAs Q267189.
- Active_shape_model sameAs Q267189.
- Active_shape_model wasDerivedFrom Active_shape_model?oldid=585953338.
- Active_shape_model depiction Operation_Of_Shape_Model_In_Active_Shape_Model.jpg.
- Active_shape_model isPrimaryTopicOf Active_shape_model.
