On the use of JPEG2000 for SAR raw data compression

Recent advances in SAR sensors and innovative imaging techniques lead to a large amount of acquired SAR raw data and necessitate efficient compression methods. JPEG2000 is a popular, versatile and efficient image compression standard, which has significantly impacted the storage and transmission of visual data in the realm of image processing and multimedia. In this study, we evaluated the feasibility of employing JPEG2000 for SAR raw data compression. The preliminary results demonstrate that JPEG2000 outperforms the state-of-the-art Block-Adaptive Quantization (BAQ) method in terms of achievable quality, and prove its effectiveness for efficient data volume reduction for next-generation SAR systems.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-08-30
DOI
https://doi.org/10.5281/zenodo.14755679
Primary Topic
Spacecraft Design and Technology
Type
article
Field-Weighted Citation Impact
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article

On the use of JPEG2000 for SAR raw data compression

Zenodo (CERN European Organization for Nuclear Research)
Spacecraft Design and Technology
article

On the use of JPEG2000 for SAR raw data compression

article en

Abstract

Recent advances in SAR sensors and innovative imaging techniques lead to a large amount of acquired SAR raw data and necessitate efficient compression methods. JPEG2000 is a popular, versatile and efficient image compression standard, which has significantly impacted the storage and transmission of visual data in the realm of image processing and multimedia. In this study, we evaluated the feasibility of employing JPEG2000 for SAR raw data compression. The preliminary results demonstrate that JPEG2000 outperforms the state-of-the-art Block-Adaptive Quantization (BAQ) method in terms of achievable quality, and prove its effectiveness for efficient data volume reduction for next-generation SAR systems.

Zenodo (CERN European Organization for Nuclear Research)
Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR) (DE), European Space Research and Technology Centre (NL), Universitatea Națională de Știință și Tehnologie Politehnica București (RO)
Industry, innovation and infrastructure
Openalex Percentile: Top 42%
Spacecraft Design and Technology
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On the use of JPEG2000 for SAR raw data compression · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS