Title :
Rate allocation for spotlight SAR phase history data compression
Author :
Owens, James W. ; Marcellin, Michael W.
Author_Institution :
Dept. of Electr. & Comput. Eng., Arizona Univ., Tucson, AZ, USA
fDate :
11/1/1999 12:00:00 AM
Abstract :
Complex phase history data in synthetic aperture radar (SAR) systems require extensive processing before useful images can be obtained. In spotlight mode SAR systems, useful images can be obtained by applying aperture weighting and inverse Fourier transform operations to SAR phase history data. In this paper, we are concerned with the compression of the complex phase history data obtained by a spotlight SAR system. We exploit knowledge of the aperture weighting function along with Fourier transform processing to attach a “gain” factor to each complex phase history data sample. This gain factor is then used to efficiently allocate bits to the phase history data during quantization. Performance evaluations are presented for this compression system relative to other existing SAR phase history data compression systems
Keywords :
data compression; discrete Fourier transforms; image coding; inverse problems; quantisation (signal); radar imaging; synthetic aperture radar; transform coding; 2D inverse DFT; Fourier transform processing; SAR systems; aperture weighting; complex phase history data; gain factor; image processing; inverse Fourier transform; performance evaluations; quantization; rate allocation; spotlight SAR phase history data compression; synthetic aperture radar; Data compression; Discrete Fourier transforms; Fourier transforms; History; Image analysis; Image coding; Quantization; Radar imaging; Synthetic aperture radar; Terrain mapping;
Journal_Title :
Image Processing, IEEE Transactions on