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Noise estimation and filtering using block-based singular value decomposition

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3 Author(s)
Konstantinides, K. ; Hewlett-Packard Co., Palo Alto, CA ; Natarajan, B. ; Yovanof, G.S.

Preprocessing of image and video sequences with spatial filtering techniques usually improves the image quality and compressibility. We present a block-based, nonlinear filtering algorithm based on singular value decomposition and compression-based filtering. Experiments show that the proposed filter preserves edge details and can significantly improve the compression performance

Published in:

Image Processing, IEEE Transactions on  (Volume:6 ,  Issue: 3 )

Date of Publication:

Mar 1997

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