Title :
Throughput Efficient Parallel Implementation of SPIHT Algorithm
Author :
Nandi, Anilkumar V. ; Banakar, R.M.
Author_Institution :
B.V.B. Coll. of Eng. & Technol., Vidyanagar
Abstract :
We present a throughput efficient FPGA implementation of the ´Set Partitioning in Hierarchical Trees´ (SPIHT) algorithm for compression of images. The SPIHT uses inherent redundancy among wavelet coefficients and suited for both gray and color images. The SPIHT algorithm uses dynamic data structures which hinders hardware realization. In our FPGA implementation we have modified basic SPIHT in two ways, one by using static (fixed) mappings which represent significant information and the other by interchanging the sorting and refinement passes. A hardware realization is done in a Xilinx XC2S30 device. Significant compression ratio and throughput is obtained for a sample image of size 128 times 128 pixels.
Keywords :
data compression; field programmable gate arrays; image coding; image colour analysis; FPGA implementation; SPIHT algorithm; Xilinx XC2S30 device; compression ratio; dynamic data structures; field programmable gate array; image color analysis; image compression; set partitioning-in-hierarchical trees; Color; Data structures; Field programmable gate arrays; Hardware; Heuristic algorithms; Image coding; Partitioning algorithms; Sorting; Throughput; Wavelet coefficients;
Conference_Titel :
VLSI Design, 2008. VLSID 2008. 21st International Conference on
Conference_Location :
Hyderabad
Print_ISBN :
0-7695-3083-4
DOI :
10.1109/VLSI.2008.48