Hyperspectral image compression on reconfigurable platforms

被引:13
作者
Fry, TW [1 ]
Hauck, S [1 ]
机构
[1] Univ Washington, Dept Elect Engn, Seattle, WA 98195 USA
来源
10TH ANNUAL IEEE SYMPOSIUM ON FIELD-PROGRAMMABLE CUSTOM COMPUTING MACHINES, PROCEEDINGS | 2002年
关键词
D O I
10.1109/FPGA.2002.1106679
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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 x N image Fixed-Order SPIHT may be calculated in N-2/4 cycles. Square images which are powers of 2 up to 1024 x 1024 are supported by the architecture. Our system was developed on an Annapolis Microsystems WildStar board populated with Xilinx Virtex-E parts.
引用
收藏
页码:251 / 260
页数:10
相关论文
共 15 条
[1]  
*ANN MICR, 2000, WILDST REF MAN
[2]  
[Anonymous], SPIHT IMAGE COMPRESS
[3]  
BENKRID A, 2001, IEEE S FIELD PROGR C, P1
[4]  
CARREAU M, 1993, HOUSTON CHRONIC 1207
[5]   EFFICIENT REALIZATIONS OF THE DISCRETE AND CONTINUOUS WAVELET TRANSFORMS - FROM SINGLE-CHIP IMPLEMENTATIONS TO MAPPINGS ON SIMD ARRAY COMPUTERS [J].
CHAKRABARTI, C ;
VISHWANATH, M .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1995, 43 (03) :759-771
[6]   Architectures for wavelet transforms: A survey [J].
Chakrabarti, C ;
Vishwanath, M ;
Owens, RM .
JOURNAL OF VLSI SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 1996, 14 (02) :171-192
[7]  
Cormen T.H., 1997, Introduction to Algorithms
[8]  
FRY TW, 2001, THESIS U WASHINGTON
[9]  
Parhi K. K., 1993, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, V1, P191, DOI 10.1109/92.238416
[10]  
RITTER J, 2001, P IEEE C FPGA, P201