|
DSpace@nitr >
National Institue of Technology- Rourkela >
Conference Papers >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/2080/361
|
| Title: | Image segmentation Using Parallel Tabu Search Algorithm and MRF Model |
| Authors: | Nanda, P K
Patra, D |
| Issue Date: | 2005 |
| Publisher: | IIT, Kharagpur |
| Citation: | Proceedings of the National Conference on Communication, NCC-2005, Jan 28-30,2005, Kharagpur, India, P 336-340 |
| Abstract: | In the paper, we propose Tabu Search (TS) based schemes
for image segmentation using Markov Random Field
(MRF) model. The segmentation problem is formulated as
pixel labeling problem and the MAP estimates of the
labels were obtained by the two proposed TS algorithms.
The TS algorithm was parallelized to improve the overall
performance of the scheme. The performance of the
algorithms was compared with Simulated Annealing (SA)
algorithm and the algorithms outperformed the SA
algorithm. The algorithms were tested for synthetic as
well as real images |
| Description: | Copyright for this article belongs to the publisher of the proceedings |
| URI: | http://hdl.handle.net/2080/361 |
| Appears in Collections: | Conference Papers
|
Files in This Item:
| File |
Description |
Size | Format |
|---|
| pknanda_dpatra_NCC_336_340.pdf | | 281Kb | Adobe PDF | View/Open |
|
Show full item record
All items in DSpace are protected by copyright, with all rights reserved.
|
