NDLI: Two-way interactive refinement of segmented medical volumes

Content Provider	IEEE Xplore Digital Library
Author	Signoroni, A. Leonardi, R.
Copyright Year	2007
Description	Author affiliation: Univ. of Brescia, Brescia (Signoroni, A.; Leonardi, R.)
Abstract	For complex medical image segmentation tasks which also require high accuracy, prior information must usually be generated in order to initialize and confine the action of the computational tools. This can be obtained by task oriented specialization layers operating within automatic segmentation techniques or by advanced exploitation of user- data interaction, in this case the segmentation technique can conserve generality and results can be inherently validated by the user itself, in the measure he is allowed to effectively steer the process towards the desired result. In this paper we present a highly accurate and still general morphological 3D segmentation system where rapid convergence to the desired result is guaranteed by a two-way interactive segmentation-refinement loop, where the flow of prior information is inverted (from computing tools to the user) in the refinement phase in order to help the user to quickly select most effective refinement strategies.
Starting Page	697
Ending Page	704
File Size	447839
Page Count	8
File Format	PDF
ISBN	9780769528779
DOI	10.1109/ICIAP.2007.4362858
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-09-10
Publisher Place	Italy
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image segmentation Pathology Biomedical imaging Convergence Automation Telecommunication computing Biomedical measurements Data visualization Interactive systems Costs
Content Type	Text
Resource Type	Article

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