DocumentCode
2876604
Title
The DLMT. An alternative to the DCT
Author
Moreno, Félix ; Aledo, David
Author_Institution
Centro de Electron. Ind. (CEI), Univ. Politec. de Madrid, Madrid, Spain
fYear
2011
fDate
7-10 Nov. 2011
Firstpage
2267
Lastpage
2272
Abstract
In the last recent years, with the popularity of image compression techniques, many architectures have been proposed. Those have been generally based on the Forward and Inverse Discrete Cosine Transform (FDCT, IDCT). Alternatively, compression schemes based on discrete “wavelets” transform (DWT), used, both, in JPEG2000 coding standard and in the next H264-SVC (Scalable Video Coding), do not need to divide the image into non-overlapping blocks or macroblocks. This paper discusses the DLMT (Discrete Lopez-Moreno Transform). It proposes a new scheme intermediate between the DCT and the DWT (Discrete Wavelet Transform). The DLMT is computationally very similar to the DCT and uses quasi-sinusoidal functions, so the emergence of artifact blocks and their effects have a relative low importance. The use of quasi-sinusoidal functions has allowed achieving a multiresolution control quite close to that obtained by a DWT, but without increasing the computational complexity of the transformation. The DLMT can also be applied over a whole image, but this does not involve increasing computational complexity. Simulation results in MATLAB show that the proposed DLMT has significant performance benefits and improvements comparing with the DCT.
Keywords
computational complexity; discrete cosine transforms; discrete wavelet transforms; video coding; DCT; DLMT; DWT; H264-SVC; JPEG2000 coding standard; computational complexity; discrete Lopez-Moreno transform; discrete wavelets transform; forward discrete cosine transform; image compression techniques; inverse discrete cosine transform; multiresolution control; quasi-sinusoidal functions; scalable video coding; Discrete cosine transforms; Discrete wavelet transforms; Frequency domain analysis; Image coding; Signal resolution; Time domain analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
IECON 2011 - 37th Annual Conference on IEEE Industrial Electronics Society
Conference_Location
Melbourne, VIC
ISSN
1553-572X
Print_ISBN
978-1-61284-969-0
Type
conf
DOI
10.1109/IECON.2011.6119662
Filename
6119662
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