ICAR Research Data Repository for Knowledge Management
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| Field | Value |
| Title | Restoration of color images subjected to interchannel blurring |
| Names |
KAULGUD, NARASIMHA
DESAI, UB |
| Date Issued | 1999 (iso8601) |
| Abstract | This paper deals with the restoration of colored images, distorted by both intra- and inter-channel blur, and corrupted by additive white Gaussian noise. The image is modeled as a Markov Random Field (MRF), and color image restoration is cast as a maximum a posteriori (MAP) estimation problem. We propose a First Order Interchannel Interaction (FOII) model for image restoration. Simulated annealing algorithm is then used to minimize the posterior energy function. We compare the simulation results of the conventional non-interaction (NI) approach and the proposed FOII approach. The proposed model is fairly general, and the results are satisfactory even when interchannel degradation parameter is unknown. |
| Genre | Article |
| Topic | Markov Processes |
| Identifier | Proceedings of the IEEE International Symposium on Circuits and Systems (V 4), Orlando, USA, 30 May-2 June 1999, IV-72-IV-75 |