Noise reduction in high dynamic range imaging

Akyuez A. O., Reinhard E.

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, cilt.18, sa.5, ss.366-376, 2007 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 18 Sayı: 5
  • Basım Tarihi: 2007
  • Doi Numarası: 10.1016/j.jvcir.2007.04.001
  • Dergi Adı: JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.366-376
  • Anahtar Kelimeler: noise, noise reduction, high dynamic range (HDR) imaging, image enhancement, TONE REPRODUCTION
  • Orta Doğu Teknik Üniversitesi Adresli: Hayır

Özet

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.