Name
Abstract | ||
|---|---|---|
We present a novel approach using distributed source coding for image authentication. The key idea is to provide a Slepian-Wolf encoded quantized image projection as authentication data. This version can be correctly decoded with the help of an authentic image as side information. Distributed source coding provides the desired robustness against legitimate variations while detecting illegitimate modification. The decoder incorporating expectation maximization algorithms can authenticate images which have undergone contrast, brightness, and affine warping adjustments. Our authentication system also offers tampering localization by using the sum-product algorithm. |
Year | DOI | Venue |
|---|---|---|
2012 | 10.1109/TIP.2011.2157515 | IEEE Transactions on Image Processing |
Keywords | Field | DocType |
image authentication,wolf encoded quantized image,authentication data,affine warping adjustment,expectation maximization algorithm,source coding,authentication system,key idea,illegitimate modification,authentic image,distributed source coding,em algorithm,authorisation,decoding,transform coding,brightness,source code,authentication,image reconstruction | Affine transformation,Computer vision,Image warping,Authentication,Pattern recognition,Computer science,Source code,Transform coding,Robustness (computer science),Distributed source coding,Artificial intelligence,Decoding methods | Journal |
Volume | Issue | ISSN |
21 | 1 | 1941-0042 |
Citations | PageRank | References |
11 | 0.50 | 105 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yao-chung Lin | 1 | 119 | 11.14 |
| David P. Varodayan | 2 | 513 | 32.71 |
| Bernd Girod | 3 | 8988 | 1062.96 |