Multi-Objects Interpretation
|
Descargar SCORM
¡Sea el primero en solicitar este recurso!
Para poder solicitar este recurso debe identificarse como usuario de la biblioteca
|
| |
Ver
Detalles del recurso
|
|
|
Multi-Objects Interpretation
|
| Id. |
46909342 |
| Idioma |
inglés
|
| Titulo |
Multi-Objects Interpretation |
| Autor(es) |
Jean-Philippe Tarel
|
| Localización |
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.57.740
|
| Versión |
1.0 |
| Estado |
Final
|
| Descripción |
We describe a general-purpose method for the accurate and robust interpretation of a data set of p-dimensional points by several deformable prototypes. This method is based on the fusion of two algorithms: a Generalization of the Iterative Closest Point (GICP) to different types of deformations for registration purposes, and a fuzzy clustering algorithm (FCM). Our method always converges monotonically to the nearest local minimum of a mean-square distance metric, and experiments show that the convergence is fast during the first few iterations. Therefore, we propose a scheme for choosing the initial solution to converge to an "interesting" local minimum. The method presented is very generic and can be applied: - to shapes or objects in a p-dimensional space, - to many shape patterns such as polyhedra, quadrics, splines, - to many possible shape deformations such as rigid displacements, similitudes, affine and homographic transforms. Consequently, our method has important applications in registration with an ideal model prior to shape inspection, i.e. to interpret 2D or 3D sensed data obtained from calibrated or uncalibrated sensors. Experimental results illustrate some capabilities of our method.
|
| Tipo |
application/postscript
|
| Tipo de recurso |
Texto Narrativo
|
| Tipo de Interactividad |
Expositivo
|
| Nivel de Interactividad |
muy bajo
|
| Audiencia |
Estudiante
Profesor
Autor
|
| Estructura |
Atomic |
| Coste |
no
|
| Copyright |
sí
|
|
Metadata may be used without restrictions as long as the oai identifier remains attached to it. |
| Formatos |
application/postscript
|
| Requerimientos técnicos |
Browser: Any
|
| Relación |
[IsBasedOn] http://www-syntim.inria.fr/syntim/textes/icpr96-tarel.ps.gz
[References] 10.1.1.107.2999
|
| Fecha de contribución |
14-ago-2009 |
| Contacto |
|
|
|
|
|
Valoración de los usuarios
No hay ninguna valoración para este recurso. Sea el primero en
valorar este recurso.
|
|
|
|
