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

Autor:	Leo, Grady, Thomas, Schiwietz, Shmuel, Aharon, Rüdiger, Westermann
Rok vydání:	2006
Předmět:	User-Computer Interface Viscera Imaging Three-Dimensional Image Interpretation Computer-Assisted Humans Reproducibility of Results Signal Processing Computer-Assisted Image Enhancement Models Biological Sensitivity and Specificity Algorithms Pattern Recognition Automated
Zdroj:	Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 8(Pt 2)
Popis:	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.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=pmid________::728b281fde236667668c9e0fa62c8160 https://pubmed.ncbi.nlm.nih.gov/16686030 Zobrazit plný text záznamu