TY - GEN
T1 - Sarcomp - A High-Performance Library for SAR Processing
AU - Schlemon, Maron
AU - Schulz, Martin
AU - Scheiber, Rolf
AU - Elis, Bengisu
AU - Jäger, Marc
N1 - Publisher Copyright:
© VDE VERLAG GMBH ∙ Berlin ∙ Offenbach.
PY - 2024
Y1 - 2024
N2 - Synthetic Aperture Radar (SAR) captures vast amounts of raw data from satellites and specialized aircraft, necessitating advanced processing for image synthesis. This paper delves into optimization techniques for SAR processing, spotlighting the Fast Fourier Transforms (FFT) and Sinc interpolations. The primary goal is enhancing SAR processing efficiency. We introduce Sarcomp, a SAR processing library in C with a Python API, leveraging SIMD, OpenMP, and cache optimizations. Compatible across x86 (Intel and AMD) and ARM architectures, Sarcomp offers a platform for accelerating SAR processing workflows. Based on tests across multiple architectures, our results validate the effectiveness of the proposed methods.
AB - Synthetic Aperture Radar (SAR) captures vast amounts of raw data from satellites and specialized aircraft, necessitating advanced processing for image synthesis. This paper delves into optimization techniques for SAR processing, spotlighting the Fast Fourier Transforms (FFT) and Sinc interpolations. The primary goal is enhancing SAR processing efficiency. We introduce Sarcomp, a SAR processing library in C with a Python API, leveraging SIMD, OpenMP, and cache optimizations. Compatible across x86 (Intel and AMD) and ARM architectures, Sarcomp offers a platform for accelerating SAR processing workflows. Based on tests across multiple architectures, our results validate the effectiveness of the proposed methods.
UR - http://www.scopus.com/inward/record.url?scp=85193943175&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85193943175
T3 - Proceedings of the European Conference on Synthetic Aperture Radar, EUSAR
SP - 153
EP - 158
BT - EUSAR 2024 - 15th European Conference on Synthetic Aperture Radar
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 15th European Conference on Synthetic Aperture Radar, EUSAR 2024
Y2 - 23 April 2024 through 26 April 2024
ER -