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Attribute Controlled Reconstruction and Adaptive Mathematical Morphology

Abstract : In this paper we present a reconstruction method controlled by the evolution of attributes. The process begins from a marker, propagated over increasing quasi-flat zones. The evolution of several increasing and non-increasing attributes is studied in order to select the appropriate region. Additionally, the combination of attributes can be used in a straightforward way. To demonstrate the performance of our method, three applications are presented. Firstly, our method successfully segments connected objects in range images. Secondly, input-adaptive structuring elements (SE) are defined computing the controlled propagation for each pixel on a pilot image. Finally, input-adaptive SE are used to assess shape features on the image. Our approach is multi-scale and auto-dual. Compared with other methods, it is based on a given attribute but does not require a size parameter in order to determine appropriate regions. It is useful to extract objects of a given shape. Additionally, our reconstruction is a connected operator since quasi-flat zones do not create new contours on the image.
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Submitted on : Monday, June 17, 2013 - 9:22:32 AM
Last modification on : Wednesday, November 17, 2021 - 12:27:09 PM
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Andrés Serna, Beatriz Marcotegui. Attribute Controlled Reconstruction and Adaptive Mathematical Morphology. 11th International Symposium, ISMM 2013, May 2013, Uppsala, Sweden. pp.207-218, ⟨10.1007/978-3-642-38294-9_18⟩. ⟨hal-00834638⟩

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