Name
Title | ||
|---|---|---|
Random walks for interactive organ segmentation in two and three dimensions: implementation and validation. |
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. |
Year | Venue | Keywords |
|---|---|---|
2005 | MICCAI (2) | interaction strategy,graphics processing unit,quantitative validation study,imaging modality,random walker algorithm,different target,random walk,interactive organ segmentation,novel computational method,new approach,interactive segmentation,three dimensions |
Field | DocType | Volume |
Computer vision,Computer graphics (images),Imaging modalities,Computer science,Random walk,Segmentation,Image processing,Random walker algorithm,Artificial intelligence,Image segmentation algorithm,Graphics processing unit | Conference | 8 |
Issue | ISSN | ISBN |
Pt 2 | 0302-9743 | 3-540-29326-4 |
Citations | PageRank | References |
43 | 2.90 | 7 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Leo Grady | 1 | 955 | 56.83 |
| Thomas Schiwietz | 2 | 50 | 4.80 |
| Shmuel Aharon | 3 | 88 | 7.32 |
| Rudiger Westermann | 4 | 2743 | 201.45 |