Spatio-temporal speckle reduction in ultrasound sequences

Noura Azzabou 1, 2, 3 Nikos Paragios 4, 5, 6, 7
Abstract : In this paper we will be concerned with speckle removal in ultrasound images. To this end, we introduce a new spatio-temporal de-noising method based on a variational formulation. The regularization relies on a non parametric image model that describes the observed image structure and express inter-dependencies between pixels in space and time. Furthermore, we introduce a new data term adapted to the Rayleigh distribution of the speckle. The interaction between pixels is determined through the definition of new measure of similarity between them to better reflect image content. To compute this similarity measure, we take into consideration the spatial aspect as well as the temporal one. Experiments were carried on both synthetic and real data and the results show the potential of our method.
Type de document :
Communication dans un congrès
11th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, Sep 2008, New-York, United States. Springer, 5241, pp.951-958, 2008, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008 : 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I. 〈10.1007/978-3-540-85988-8_113〉
Liste complète des métadonnées

https://hal.inria.fr/hal-00856321
Contributeur : Enzo Ferrante <>
Soumis le : vendredi 30 août 2013 - 18:34:46
Dernière modification le : vendredi 1 juin 2018 - 10:52:04

Lien texte intégral

Identifiants

Collections

Citation

Noura Azzabou, Nikos Paragios. Spatio-temporal speckle reduction in ultrasound sequences. 11th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008, Sep 2008, New-York, United States. Springer, 5241, pp.951-958, 2008, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2008 : 11th International Conference, New York, NY, USA, September 6-10, 2008, Proceedings, Part I. 〈10.1007/978-3-540-85988-8_113〉. 〈hal-00856321〉

Partager

Métriques

Consultations de la notice

845