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
Link To Document