| Download | - View accepted manuscript: Belief Propagation on the GPU for Stereo Vision (PDF, 598 KB)
|
|---|
| Author | Search for: Brunton, Alan; Search for: Shu, Chang; Search for: Roth, Gerhard |
|---|
| Format | Text |
|---|
| Type | Article |
|---|
| Conference | Third Canadian Conference on Computer and Robot Vision, June 7-9, 2006., Québec City, Québec, Canada |
|---|
| Subject | stereo vision; image-based rendering; belief propagation; graphics processing unit; rendu à base d'images; propagation des croyances; processeur graphique |
|---|
| Abstract | The power of Markov random field formulations of lowlevel vision problems, such as stereo, has been known for some time. However, recent advances, both algorithmic and in processing power, have made their application practical. This paper presents a novel implementation of Bayesian belief propagation for graphics processing units found in most modern desktop and notebook computers, and applies it to the stereo problem. The stereo problem is used for comparison to other BP algorithms. |
|---|
| Publication date | 2006 |
|---|
| Terms of use | |
|---|
| Language | English |
|---|
| NRC number | 48491 |
|---|
| NPARC number | 8913572 |
|---|
| Export citation | Export as RIS |
|---|
| Report a correction | Report a correction |
|---|
Record identifier | 3cbf670b-b832-49db-9485-13367d29ea1b | | Record created | 2009-04-22 |
|---|
| Record modified | 2019-03-14 |
|---|
