Title :
The DLMT hardware implementation. A comparative study with the DCT and the DWT
Author :
Moreno, Felix ; Aledo, David
Author_Institution :
Centro de Electron. Ind. (CEI), Univ. Politec. de Madrid, Madrid, Spain
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 H264-SVC (Scalable Video Coding) standard, do not need to divide the image into non-overlapping blocks or macroblocks. This paper discusses the DLMT (Discrete Lopez-Moreno Transform) hardware implementation. It proposes a new scheme intermediate between the DCT and the DWT, comparing results of the most relevant proposed architectures for benchmarking. The DLMT can also be applied over a whole image, but this does not involve increasing computational complexity. FPGA implementation results show that the proposed DLMT has significant performance benefits and improvements comparing with the DCT and the DWT and consequently it is very suitable for implementation on WSN (Wireless Sensor Network) applications.
Keywords :
computational complexity; data compression; discrete cosine transforms; discrete wavelet transforms; field programmable gate arrays; video coding; DLMT hardware implementation; FPGA implementation; H264-SVC standard; JPEG2000 coding standard; computational complexity; discrete Lopez-Moreno transform; discrete wavelets transform; forward discrete cosine transform; image compression; inverse discrete cosine transform; macroblocks; nonoverlapping blocks; scalable video coding; Discrete wavelet transforms; Image coding; Image resolution; Irrigation; Radiation detectors; TV;
Conference_Titel :
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-2419-9
Electronic_ISBN :
1553-572X
DOI :
10.1109/IECON.2012.6388531