Random walks for interactive organ segmentation in two and three dimensions: Implementation and validation

Leo Grady, Thomas Schiwietz, Shmuel Aharon, Rüdiger Westermann

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

103 Zitate (Scopus)

Abstract

A new approach to interactive segmentation based on random walks was recently introduced that shows promise for allowing physicians more flexibility to segment arbitrary objects in an image. This report has two goals: To introduce a novel computational method for applying the random walker algorithm in 2D/3D using the Graphics Processing Unit (GPU) and to provide quantitative validation studies of this algorithm relative to different targets, imaging modalities and interaction strategies.

OriginalspracheEnglisch
TitelMedical Image Computing and Computer-Assisted Intervention - MICCAI 2005 - 8th International Conference, Proceedings
Seiten773-780
Seitenumfang8
DOIs
PublikationsstatusVeröffentlicht - 2005
Veranstaltung8th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005 - Palm Springs, CA, USA/Vereinigte Staaten
Dauer: 26 Okt. 200529 Okt. 2005

Publikationsreihe

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Band3750 LNCS
ISSN (Print)0302-9743
ISSN (elektronisch)1611-3349

Konferenz

Konferenz8th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2005
Land/GebietUSA/Vereinigte Staaten
OrtPalm Springs, CA
Zeitraum26/10/0529/10/05

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