A new boundary-based morphological model


Autoria(s): Sarabia Pérez, Rubén; Jimeno-Morenilla, Antonio; Molina Carmona, Rafael
Contribuinte(s)

Universidad de Alicante. Departamento de Tecnología Informática y Computación

Universidad de Alicante. Departamento de Ciencia de la Computación e Inteligencia Artificial

UniCAD: Grupo de investigación en CAD/CAM/CAE de la Universidad de Alicante

Informática Industrial e Inteligencia Artificial

Data(s)

20/03/2015

20/03/2015

01/03/2015

Resumo

Mathematical morphology addresses the problem of describing shapes in an n-dimensional space using the concepts of set theory. A series of standardized morphological operations are defined, and they are applied to the shapes to transform them using another shape called the structuring element. In an industrial environment, the process of manufacturing a piece is based on the manipulation of a primitive object via contact with a tool that transforms the object progressively to obtain the desired design. The analogy with the morphological operation of erosion is obvious. Nevertheless, few references about the relation between the morphological operations and the process of design and manufacturing can be found. The non-deterministic nature of classic mathematical morphology makes it very difficult to adapt their basic operations to the dynamics of concepts such as the ordered trajectory. A new geometric model is presented, inspired by the classic morphological paradigm, which can define objects and apply morphological operations that transform these objects. The model specializes in classic morphological operations, providing them with the determinism inherent in dynamic processes that require an order of application, as is the case for designing and manufacturing objects in professional computer-aided design and manufacturing (CAD/CAM) environments. The operators are boundary-based so that only the points in the frontier are handled. As a consequence, the process is more efficient and more suitable for use in CAD/CAM systems.

Identificador

Applied Mathematical Modelling. 2015, 39(5-6): 1450-1462. doi:10.1016/j.apm.2014.09.002

0307-904X (Print)

1872-8480 (Online)

http://hdl.handle.net/10045/45960

10.1016/j.apm.2014.09.002

Idioma(s)

eng

Publicador

Elsevier

Relação

http://dx.doi.org/10.1016/j.apm.2014.09.002

Direitos

© 2014 Elsevier Inc.

info:eu-repo/semantics/openAccess

Palavras-Chave #Mathematical morphology #Geometric model #Boundary-based morphology #Deterministic morphology #Arquitectura y Tecnología de Computadores #Ciencia de la Computación e Inteligencia Artificial
Tipo

info:eu-repo/semantics/article