• DocumentCode
    3357021
  • Title

    Enhancing low light images using near infrared flash images

  • Author

    Zhuo, Shaojie ; Zhang, Xiaopeng ; Miao, Xiaoping ; Sim, Terence

  • Author_Institution
    Sch. of Comput. Comput. Sci., Nat. Univ. of Singapore, Singapore, Singapore
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    2537
  • Lastpage
    2540
  • Abstract
    In low light environment, photographs taken with a high ISO setting suffer from significant noise. In this paper, we propose to use a near infrared (NIR) flash image, instead of a normal visible flash image, to enhance its corresponding noisy visible image. We build a hybrid camera system to take an visible image and its NIR counterpart simultaneously. We introduce a new method to denoise an visible image and enhance its details using its corresponding NIR flash image. Experimental results show the superiority of our method compared with previous image denoising and detail enhancement methods.
  • Keywords
    cameras; image denoising; image enhancement; photography; ISO setting; detail enhancement; hybrid camera system; image denoising; image enhancement; low light images; near infrared flash images; noisy visible image; Ash; Cameras; Image color analysis; Image edge detection; Noise; Photography; Smoothing methods; Computational photography; detail enhancement; image denoising; near infrared photography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5652900
  • Filename
    5652900