Topological Active Volumes Optimization with Genetic Approaches

• Autores: Jorge Novo Buján , Noelia Barreira , Manuel Francisco González Penedo , José Santos Reyes
• Localización: XII Conferencia de la Asociación Española para la Inteligencia Artificial: (CAEPIA 2007). Actas / coord. por Daniel Borrajo Millán , Luis Castillo Vidal , Juan Manuel Corchado Rodríguez , Vol. 2, 2007, ISBN 978-84-611-8848-2, págs. 41-50
• Idioma: inglés
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• Resumen

  • 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 that improve the results of the 3D segmentations and overcome some drawbacks of the model related to parameter tuning or noise conditions.