Name
Title | ||
|---|---|---|
An edge preserving requantization model for color image coding with orthogonal polynomials |
Abstract | ||
|---|---|---|
In this paper, an edge preserving fast requantization algorithm is proposed for color image coding. In this work, a block classifier in the orthogonal polynomials based transform domain is proposed to classify the color image region as containing either smooth or edge. The smooth regions are clustered by finding the central tendency adjacent smooth regions separated by edge block. The reduced training vectors are obtained from both edge blocks and clustered smooth blocks for quantization process. The quantization codebook Q"1 is then constructed from the reduced training vectors and so reduces the codebook training process. In this proposed work, the edge block training vectors and the quantization codebook Q"1 are utilized to construct the requantization codebook Q"2 so as to eliminate the edge degradation problem present in existing requantization techniques. The self-organizing feature map algorithm is employed in both quantization and requantization stage for codebook generation process. The computation time of color image encoding is further reduced in this proposed work by constructing a single codebook for all the R, G and B color components utilizing the inter-correlation property of the proposed transform. The experimental results demonstrate that the proposed work gives superior results compared with existing techniques. |
Year | DOI | Venue |
|---|---|---|
2013 | 10.1016/j.dsp.2013.02.010 | Digital Signal Processing |
Keywords | Field | DocType |
proposed work,edge block training vector,quantization codebook,codebook generation process,reduced training vector,edge block,edge degradation problem present,single codebook,requantization model,orthogonal polynomial,requantization codebook,color image,codebook training process,orthogonal polynomials | Mathematical optimization,Orthogonal polynomials,Pattern recognition,Linde–Buzo–Gray algorithm,Artificial intelligence,Classifier (linguistics),Quantization (signal processing),Difference-map algorithm,Mathematics,Codebook,Color image,Encoding (memory) | Journal |
Volume | Issue | ISSN |
23 | 4 | 1051-2004 |
Citations | PageRank | References |
0 | 0.34 | 13 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| R. Krishnamoorthy | 1 | 0 | 0.34 |
| R. Punidha | 2 | 3 | 1.73 |