By Jose Mira, José M. Ferrández, Jose-Ramon Alvarez Sanchez, Felix Paz, Javier Toledo
Mira J., Ferrandez J.M., Jose-Ramon Alvarez Sanchez, de Paz F.l., Toledo F.J. (eds.) Bioinspired functions in man made and usual Computation (Springer, 2009)(ISBN 3642022669)(O)(550s)
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Extra resources for Bioinspired Applications in Artificial and Natural Computation (Springer, 2009)(ISBN 3642022669)(O)(550s)
G. Penedo, and J. es Abstract. The Topological Active Volumes is an active model focused on 3D segmentation tasks. It is based on the 2D Topological Active Nets model and provides information about the surfaces and the inside of the detected objects in the scene. This paper proposes new optimization approaches based on Genetic Algorithms combined with a greedy local search that improve the results of the 3D segmentations and overcome some drawbacks of the model related to parameter tuning or noise conditions.
For this representation, a complete reconstruction of the jaw is needed. Our aim is to obtain a complete and automated segmentation of the jaw starting from CT data in order to reconstruct the jaw tissues, it is, the cortical bone, trabecular core and mandibular channel. The location of the mandibular channel is specially critical, since it holds the dental nerve, which supplies sensation to the teeth and an injury to this nerve could result in temporary or permanent lip numbness. CT data is considered as input because of its accuracy , its portability and its widely extended use.
MAF algorithm consists of ﬁltering the signiﬁcant raw data (sinogram values above a threshold selected by the user). This algorithm reduces artifact noise but causes no eﬀect on beam hardening. Therefore, a metal distance depending merging technique for these algorithms is implemented. Yu et al.  propose a method inspired in Kalender’s work , which includes a mean-shift computer vision technique to improve accuracy in the segmentation process and an iterative feedback-based interpolation strategy.
Bioinspired Applications in Artificial and Natural Computation (Springer, 2009)(ISBN 3642022669)(O)(550s) by Jose Mira, José M. Ferrández, Jose-Ramon Alvarez Sanchez, Felix Paz, Javier Toledo