2007 IEEE International Conference on Image Processing 2007
DOI: 10.1109/icip.2007.4379852
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Coding Artifacts Robust Resolution Up-conversion

Abstract: In this paper, an integrated resolution up-conversion and compression artifacts removal algorithm is proposed. Local image patterns are classified into object details or coding artifacts using the combination of structure information and activity measure. For each pattern class, the weighting coefficients for up-scaling and artifact reduction are optimized by a Least Mean Square (LMS) training technique, which trains on the combination of the original images and the compressed down-sampled versions of the orig… Show more

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Cited by 11 publications
(12 citation statements)
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“…Recently, the advanced non-linear resolution up-scaling algorithm developed rapidly, such as Kondo's data dependent interpolation filter [7], CBA [8].…”
Section: Resolution Up-scalingmentioning
confidence: 99%
“…Recently, the advanced non-linear resolution up-scaling algorithm developed rapidly, such as Kondo's data dependent interpolation filter [7], CBA [8].…”
Section: Resolution Up-scalingmentioning
confidence: 99%
“…In this case, we know all the entries of F. Equation (7) can be applied to each row and column of F . As an illustration, let us consider the following statement for the first row: C is the first row of matrix F , B is obtained using (9), and matrix A is unknown. As a result, we should use (7) eight times, four times for the rows, and four times for the columns of matrix F. In as much as (7), itself, contains n equations, where n is the size of vector C, we have 4 × 8 = 32 equations (where four is the number of equations:[ ).…”
Section: Two-dimensional Algorithmmentioning
confidence: 99%
“…In [10], the authors have extended the algorithm presented in [9] to display products such as video restoration.…”
Section: Introductionmentioning
confidence: 99%
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