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Spatially-varying super-resolution for HDTV | IEEE Conference Publication | IEEE Xplore

Spatially-varying super-resolution for HDTV


Abstract:

We propose a system to up-sample visual signals for high definition televisions (HDTVs). Although the original visual signals are degraded and limited, we still try to so...Show More

Abstract:

We propose a system to up-sample visual signals for high definition televisions (HDTVs). Although the original visual signals are degraded and limited, we still try to solve these problems by using super-resolution. First, we interpolate the visual signals with a edge taper to the desired size. Then, we combine L1 data term, L2 data term, Tikhonov-like regularizer and total variation regularizer with a saliency weighting for our L12TTV deblurring method. Adopting our L12TTV deblurring, we can remove the spatially-varying blurry conditions of the interpolated signals. Experimental results show that our system outperforms than comparisons in both image and video cases.
Date of Conference: 19-23 May 2013
Date Added to IEEE Xplore: 01 August 2013
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Conference Location: Beijing, China

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