Superresolution restoration of an image sequence: adaptive filtering approach

Elad, Michael; Feuer, Arie

doi:10.1109/83.748893

Public

Superresolution restoration of an image sequence: adaptive filtering approach

Published in IEEE Transactions on Image Processing • Mar 1, 1999

Authors:

Michael Elad

Arie Feuer

Abstract

This paper presents a new method based on adaptive filtering theory for superresolution restoration of continuous image sequences. The proposed methodology suggests least squares (LS) estimators which adapt in time, based on adaptive filters, least mean squares (LMS) or recursive least squares (RLS)...

Subject

Image restoration

Recursive least squares filter

Adaptive filter

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