Fuzzy Fusion Based High Dynamic Range Imaging using Adaptive Histogram Separation

CELEBI A., Duvar R., URHAN O.

IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, cilt.61, sa.1, ss.119-127, 2015 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 61 Sayı: 1
  • Basım Tarihi: 2015
  • Doi Numarası: 10.1109/tce.2015.7064119
  • Dergi Adı: IEEE TRANSACTIONS ON CONSUMER ELECTRONICS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.119-127
  • Anahtar Kelimeler: High dynamic range, HDR, Histogram separation, Ghost-free, IMAGES
  • Kocaeli Üniversitesi Adresli: Evet

Özet

In this work, a high dynamic range (HDR) image generation method using a single input image is presented. The proposed approach generates over-and under-exposed images by making use of a novel adaptive histogram separation scheme. Thus, it becomes possible to eliminate ghosting effects which generally occur when several input image containing camera/object motion are utilized in HDR imaging. Additionally, it is proposed to utilize a fuzzy logic based approach at the fusion stage which takes visibility of the inputs pixels into account. Since the proposed approach is computationally light-weight, it is possible to implement it on mobile devices such as smart phones and compact cameras. Experimental results show that the proposed approach is able to provide ghost-free and improved HDR performance compared to the existing methods(1).