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In this paper, we introduce the idea of using motion estimation resources from a video codec for video denoising. This is not straightforward because the motion estimators aimed for video compression and coding, tolerate errors in the estimated motion field and hence are not directly applicable to video denoising. To solve this problem, we propose a novel motion field filtering step that refines the accuracy of the motion estimates to a degree that is required for denoising.We illustrate the use of the proposed motion estimation method within a wavelet-based video denoising scheme. The resulting video denoising method, is of low-complexity and compares favorably to the latest video denoising methods.

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Combinedwavelet Domain and Motion Compensated Filtering Compliant with Video Codecs

Jovanov

Pižurica

Zlokolica

et al. 2007

2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07

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Transpose memory for video rate JPEG compression on highly parallel single-chip digital CMOS imager

Hsieh

Avoird²,

Kleihorst³

et al.

Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101)

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Cited by 2 publications

References 15 publications

Combinedwavelet Domain and Motion Compensated Filtering Compliant with Video Codecs

Combinedwavelet Domain and Motion Compensated Filtering Compliant with Video Codecs

Transpose memory for video rate JPEG compression on highly parallel single-chip digital CMOS imager

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