Name
Title | ||
|---|---|---|
Observation model based perceptually motivated bilateral filter for image reconstruction |
Abstract | ||
|---|---|---|
Recently, a lot of bilateral and non-local means based reconstruction algorithms are proposed in literature. The success of these filters lies in finding similar patches in the neighbourhood. However, in complex regions and in presence of noise, finding similar patches based on mean square error (MSE) is not reliable. This results into blurred edges and visible patches in the reconstructed image. To address this issue, we propose a new Observation model based and Perceptually Motivated Bilateral Filter (OPBIF) for Image Reconstruction. In which image quality assessment (IQA) matrices are used to find the similarity among the patches. From experimental results, it is validated that the proposed algorithm has the capability of reconstructing sharp edges, as compared to existing non-linear filtering algorithms. |
Year | DOI | Venue |
|---|---|---|
2015 | 10.1109/ICDSP.2015.7251859 | 2015 IEEE International Conference on Digital Signal Processing (DSP) |
Keywords | Field | DocType |
Bilateral filter,IQA matrices,image reconstruction,perceptually motivated | Iterative reconstruction,Computer vision,Pattern recognition,Computer science,Matrix (mathematics),Image quality,Mean squared error,Filter (signal processing),Artificial intelligence,Image restoration,Bilateral filter | Conference |
ISSN | Citations | PageRank |
1546-1874 | 1 | 0.35 |
References | Authors | |
13 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Vinit Jakhetiya | 1 | 102 | 12.89 |
| Weisi Lin | 2 | 5366 | 280.14 |
| Sunil Prasad Jaiswal | 3 | 42 | 7.94 |
| Anil Kumar Tiwari | 4 | 65 | 17.51 |
| Sharath Chandra Guntuku | 5 | 173 | 13.90 |