Example Based Single-frame Image Super-resolution by Support Vector Regression

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10-23-2010

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Example Based Single-frame Image Super-resolution by Support Vector Regression

HPL-2010-157 Example Based Single-frame Image Super-resolution by Support Vector Regression - Li, Dalong; Simske, Steven
Keyword(s): Support Vector Regression, single-frame image super-resolution, ill-posed problem, example-based, machine learning
Abstract: As many other inverse problems, single-frame image super-resolution is an ill-posed problem. The problem has been approached in the context of machine learning. However, the proposed method in this paper is different from other learning based methods regarding how the input/output are formulated as ...
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