DocumentCode
2305378
Title
Hardware modeling and implementation of modified SPIHT algorithm for compression of images
Author
Nandi, Anilkumar V. ; Banakar, R.M.
Author_Institution
ECE Dept., B.V.Bhoomaraddi Coll. of Eng. & Technol., Hubli
fYear
2007
fDate
9-11 Aug. 2007
Firstpage
329
Lastpage
334
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 grey and color images. The SPIHT algorithm uses dynamic data structure 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 Vertex FPGA device. Significant throughput and compression ratio are obtained.
Keywords
data compression; data structures; field programmable gate arrays; image coding; image colour analysis; set theory; trees (mathematics); wavelet transforms; FPGA; SPIHT algorithm; dynamic data structure; hardware modeling; hierarchical trees; image colour analysis; image compression; set partitioning; wavelet coefficient; Color; Data structures; Field programmable gate arrays; Hardware; Heuristic algorithms; Image coding; Partitioning algorithms; Sorting; Throughput; Wavelet coefficients;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial and Information Systems, 2007. ICIIS 2007. International Conference on
Conference_Location
Penadeniya
Print_ISBN
978-1-4244-1151-1
Electronic_ISBN
978-1-4244-1152-8
Type
conf
DOI
10.1109/ICIINFS.2007.4579197
Filename
4579197
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