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Local criteria: a unified approach to local adaptive linear and rank filters for image restoration and enhancement

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1 Author(s)
Yaroslavsky, L.P. ; BEIP/NCRR, Nat. Inst. of Health, Bethesda, MD, USA

A class of criteria of image processing quality, the local criteria, is introduced. The criteria are based on a generalized notion of pixel's neighborhood and separate averaging the criteria loss function over the neighborhood and random factors associated with image formation and intended utilization of the image. This offers a new and unified approach to treatment and design of local adaptive linear and non-linear rank filters for image restoration and enhancement. The corresponding examples are briefly outlined

Published in:

Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference  (Volume:2 )

Date of Conference:

13-16 Nov 1994