• DocumentCode
    1756717
  • Title

    Noise Reduction in Digital Hologram Using Wavelet Transforms and Smooth Filter for Three-Dimensional Display

  • Author

    Le Thanh Bang ; Weina Li ; Mei-Lan Piao ; Alam, Md. Ashraful ; Nam Kim

  • Author_Institution
    Sch. of Electr. & Comput. Eng., Chungbuk Nat. Univ., Cheongju, South Korea
  • Volume
    5
  • Issue
    3
  • fYear
    2013
  • fDate
    41426
  • Firstpage
    6800414
  • Lastpage
    6800414
  • Abstract
    A noise reduction method of Fresnel computer-generated hologram (CGH) using wavelet transform and smooth filter is presented. Noise in hologram is very difficult to remove because an interference pattern is recorded on a digital camera during the digital processing. It also occurs in the reconstruction process, which is affected by discrete quantizing levels and optical experiment setup. So, we develop an algorithm that is capable of changing pixel values at different scales with imaginary or real value according to the requirements of each position in the hologram. A new algorithm is proposed to satisfy the above requirements using a mathematical transformation between the smooth filter function and mother wavelet function in a wavelet transform. In this paper, a theoretical model to predict the effect of noise is described and verified by the experimental results. Based on this, the resultant noises in the reconstructed image by Fresnel CGH algorithm are decreased clearly when spatial light modulator (SLM) for 3D object is placed at distance from 260 mm to 900 mm. The enhanced 3D images can be obtained from digital holograms using efficient noise reduction algorithm to apply this proposed model.
  • Keywords
    computer-generated holography; holographic displays; light interference; optical filters; spatial light modulators; three-dimensional displays; wavelet transforms; 3D images; CGH; Fresnel computer-generated hologram; digital camera; digital hologram; digital processing; distance 260 nm to 900 nm; image enhancement; image reconstruction; interference pattern; mathematical transformation; mother wavelet function; noise reduction; smooth filter; spatial light modulator; three-dimensional display; wavelet transforms; Filtering algorithms; Noise; Noise reduction; Optical filters; Quantization (signal); Three-dimensional displays; Wavelet transforms; Holographic display; digital holography; image recognition; phase modulation; spatial light modulator; wavelet transform;
  • fLanguage
    English
  • Journal_Title
    Photonics Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1943-0655
  • Type

    jour

  • DOI
    10.1109/JPHOT.2013.2265979
  • Filename
    6525331