Paper Info
Title
Wavelet-based compression algorithm for still omnidirectional 3d integral images
Abstract
Three dimensional (3D) integral imaging is a method that allows the display of full colour images with continuous parallax within a wide viewing zone. Due to the significant quantity of data required to represent a captured 3D integral image with high resolution, image compression becomes mandatory for the storage and transmission of integral images. This paper investigates the use of 2D discrete wavelet transform (2D-DWT) for the compression of omnidirectional 3D integral images (OII). The method requires the extraction of different viewpoint images from the integral image. A single viewpoint image is constructed by extracting one pixel from each microlens, then each viewpoint image is decomposed using a 2D-DWT. The resulting array of coefficients contains several frequency bands. The lower frequency bands of the viewpoint images are assembled and compressed using a 3D discrete cosine transform (3D-DCT) followed by Huffman coding. Whereas, the remaining higher bands are fed directly into a quantisation process followed by arithmetic coding. Simulations are performed on a set of several grey level 3D OII using a uniform scalar quantizer with deadzone. It was found that the algorithm achieves better rate-distortion performance and reconstructs the images with much better image quality at very low bit rates than previously reported 3D-DCT-based scheme.
Year
DOI
Venue
2008
10.1007/s11760-007-0044-1
Signal, Image and Video Processing
Keywords
Field
DocType
image compression · dwt · integral 3d imaging · oii data · viewpoint images · deadzone quantization,huffman codes,arithmetic coding,compression algorithm,discrete cosine transform,three dimensional,image compression,image quality,3d imaging,discrete wavelet transform
Computer vision,Integral imaging,Discrete cosine transform,Image processing,Artificial intelligence,Discrete wavelet transform,Data compression,Image resolution,Image compression,Mathematics,Wavelet
Journal
Volume
Issue
ISSN
2
2
1863-1711
Citations 
PageRank 
References 
10
0.84
6
Authors
2
Name
Order
Citations
PageRank
Amar Aggoun111521.34
Meriem Mazri2131.31