Title :
Hyperspectral image compression on reconfigurable platforms
Author :
Fry, Thomas W. ; Hauck, Scott
Author_Institution :
Dept. of Electr. Eng., Univ. of Washington, Seattle, WA, USA
Abstract :
In this paper we present an implementation of the image compression routine SPIHT in reconfigurable logic. A discussion on why adaptive logic is required, as opposed to an ASIC, is provided along with background material on the image compression algorithm. We analyzed several discrete wavelet transform architectures and selected the folded DWT design. In addition we provide a study on what storage elements are required for each wavelet coefficient. The paper uses a modification to the original SPIHT algorithm needed to parallelize the computation. The architecture of the SPIHT engine is based upon fixed-order SPIHT, developed specifically for use within adaptive hardware. For an N × N image fixed-order SPIHT may be calculated in N2/4 cycles. Square images which are powers of 2 up to 1024 × 1024 are supported by the architecture. Our system was developed on an Annapolis Microsystems WildStar board populated with Xilinx Virtex-E parts.
Keywords :
application specific integrated circuits; data compression; discrete wavelet transforms; image coding; reconfigurable architectures; ASIC; Annapolis Microsystems WildStar board; SPIHT; Xilinx Virtex-E parts; adaptive logic; discrete wavelet transform architectures; folded DWT design; hyperspectral image compression; reconfigurable logic; reconfigurable platforms; Application specific integrated circuits; Computer architecture; Concurrent computing; Discrete wavelet transforms; Engines; Hyperspectral imaging; Image coding; Reconfigurable logic; Wavelet analysis; Wavelet coefficients;
Conference_Titel :
Field-Programmable Custom Computing Machines, 2002. Proceedings. 10th Annual IEEE Symposium on
Print_ISBN :
0-7695-1801-X
DOI :
10.1109/FPGA.2002.1106679