The tool VoxLogicA merges the state-of-the-art library of computational imaging algorithms ITK with the combination of declarative specification and optimised execution provided by spatial logic model checking. The analysis of an existing benchmark for segmentation of brain tumours via a simple logical specification reached very high accuracy. We introduce a new, GPU-based version of VoxLogicA and present preliminary results on its implementation, scalability, and applications.

Towards a Spatial Model Checker on GPU

Bussi L.
Co-primo
Membro del Collaboration Group
;
Ciancia V.
Co-primo
Membro del Collaboration Group
;
Gadducci F.
Co-primo
Membro del Collaboration Group
2021

Abstract

The tool VoxLogicA merges the state-of-the-art library of computational imaging algorithms ITK with the combination of declarative specification and optimised execution provided by spatial logic model checking. The analysis of an existing benchmark for segmentation of brain tumours via a simple logical specification reached very high accuracy. We introduce a new, GPU-based version of VoxLogicA and present preliminary results on its implementation, scalability, and applications.
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Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11568/1124492
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