An Implementation of Parallel Fast Marching Using the Message Passing Interface
Ohio University
| Please use this identifier to cite or link to this publication: http://hdl.handle.net/10380/3137 |
Published in The Insight Journal - 2009 July-December.
Submitted by Kevin Hobbs on 11-23-2009.
This document introduces a program based on the algorithm described by Maria Cristina Tugurlan. The program uses file readers, image filters, and file writers from the Insight Toolkit ITK www.itk.org. It produces as output an image whose values are the times of first arrival of a wavefront that spreads from seed points with a speed at every point equal to the input image intensity. It performs the computation in parallel on distributed memory computers using the Message Passing Interface MPI. Each MPI process reads a small piece of the input image into memory. It computes fast marching on its piece. It sends and receives the values from fast marching at piece boundaries. It recalculates fast marching a number of times set from the command line using the new boundary values each time. Each MPI process writes only a small piece of the output file.
A substantial difference is seen when the output of MPI fast marching is compared to the output of serial fast marching. This difference may be acceptable for some uses. The program should be able to handle input images that are too large to fit in the memory of a single computer.
A substantial difference is seen when the output of MPI fast marching is compared to the output of serial fast marching. This difference may be acceptable for some uses. The program should be able to handle input images that are too large to fit in the memory of a single computer.
Data
Data.tar.gz (77Mb)
Code
Automatic Testing Results
by Insight-Journal Dashboard
on Mon Nov 23 14:55:06 2009 for revision #1 



expertise: 5 sensitivity: 5 Click here for more details.
Go here to access the main testing dashboard.
Reviews
Quick Comments
Resources
| Download Package | |
| Download Paper, View Paper | |
| Download Source code | |
| Github | |
Statistics more
| Global rating: | ![]() ![]() ![]() ![]()
|
| Review rating: | ![]() ![]() ![]() ![]() [review]
|
| Code rating: | ![]() ![]() ![]() ![]()
|
| Paper Quality: |
|
Information more
| Categories: | Distributed computation, Level sets |
| Keywords: | MPI, Fast Marching, Distributed Memory, Parallel, |
| Toolkit: | CMake, ITK, VTK |
| Export citation: | |
Share
Associated Publications more
| MPI Read Write | ||
View license
Loading license...
Send a message to the author



