Title

Noise reduction in high dynamic range imaging

Authors

Authors

A. O. Akyuz;E. Reinhard

Comments

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Abbreviated Journal Title

J. Vis. Commun. Image Represent.

Keywords

noise; noise reduction; high dynamic range (HDR) imaging; image; enhancement; TONE REPRODUCTION; IMAGES; Computer Science, Information Systems; Computer Science, Software; Engineering

Abstract

A common method to create high dynamic range (HDR) images is to combine several different exposures of the same scene. In this approach, the use of higher ISO settings will reduce exposure times, and thereby the total capture time. This is advantageous in certain environments where it may help minimize ghosting artifacts. However, exposures taken at high sensitivity settings tend to be noisy, which is further amplified by the HDR creation algorithm. We present a robust and efficient technique to significantly reduce noise in an HDR image even when its constituent exposures are taken at very high ISO settings. The method does not introduce blur or other artifacts, and leverages the wealth of information available in a sequence of aligned exposures. (C) 2007 Elsevier Inc. All rights reserved.

Journal Title

Journal of Visual Communication and Image Representation

Volume

18

Issue/Number

5

Publication Date

1-1-2007

Document Type

Article

Language

English

First Page

366

Last Page

376

WOS Identifier

WOS:000250184000003

ISSN

1047-3203

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