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| Title: | Parallel Hybrid Tabu Search Algorithm for Image Restoration |
| Authors: | Nanda, P K
Patra, D |
| Issue Date: | 2004 |
| Publisher: | Jadavpur University |
| Citation: | Proceedings of International Conference on Communications, Devices & Intelligent Systems, 8-10 Jan 2004, Kolkatta, India, P 532-535 |
| Abstract: | In this article a novel parallel hybrid algorithm is
proposed for image restoration. The Image restoration problem is
formulated as a Maximum a Posteriori (MAP) estimation
problem. The noise free image is modeled as Markov Random
Field Model. The MAP estimates are obtained by the proposed
hybrid Tabu algorithms. The performance of the algorithm is
enhanced by parallelizing the proposed hybrid algorithm. The
results obtained using the proposed algorithm are compared with
that of using Simulated Annealing algorithm and it was found
that the former outperforms the later one. The results presented
in this paper correspond to the serial implementation of parallel
algorithm |
| Description: | Copyright for this article belongs to the proceedings publisher |
| URI: | http://hdl.handle.net/2080/363 |
| Appears in Collections: | Conference Papers
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| Pnanda-CODIS04_532-535.pdf | | 297Kb | Adobe PDF | View/Open |
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