Journal
SIGNAL PROCESSING
Volume 93, Issue 7, Pages 2076-2086Publisher
ELSEVIER SCIENCE BV
DOI: 10.1016/j.sigpro.2013.01.006
Keywords
Wavelet transform; Interpolation; Super resolution
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This paper proposes a novel super resolution technique using dual tree complex wavelet transform (DT-CWT) and new edge directional interpolation (NEDI) based on localizing motion blocks in consecutive frames. A super resolution process is applied on the extracted motion blocks and the static region of the frame to generate the low frequency subbands of DT-CWT. DT-CWT decomposition followed by NEDI generates the high frequency subbands in order to obtain the components required for inverse DT-CWT (IDT-CWT). Finally, the super resolved output frame is generated by composing the obtained high and low frequency subbands using IDT-CWT. Experimental results based on PSNR measures illustrate the advantage of proposed technique over the state of the art video resolution enhancement methods. (C) 2013 Elsevier B.V. All rights reserved.
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