Improving a DWT-based compression algorithm for high image-quality requirement of satellite images

التفاصيل البيبلوغرافية
العنوان: Improving a DWT-based compression algorithm for high image-quality requirement of satellite images
المؤلفون: Christophe Latry, Grégory Cazanave, Carole Thiebaut, Roberto Camarero
المصدر: SPIE Proceedings.
بيانات النشر: SPIE, 2011.
سنة النشر: 2011
مصطلحات موضوعية: Image quality, business.industry, Computer science, Quantization (signal processing), ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION, Data compression ratio, Wavelet, Region of interest, Computer data storage, Computer vision, Artificial intelligence, Bitstream, business, Encoder, Image compression, Data compression
الوصف: Past and current optical Earth observation systems designed by CNES are using a fixed-rate data compression processing performed at a high-rate in a pushbroom mode (also called scan-based mode). This process generates fixed-length data to the mass memory and data downlink is performed at a fixed rate too. Because of on-board memory limitations and high data rate processing needs, the rate allocation procedure is performed over a small image area called a "segment". For both PLEIADES compression algorithm and CCSDS Image Data Compression recommendation, this rate allocation is realised by truncating to the desired rate a hierarchical bitstream of coded and quantized wavelet coefficients for each segment. Because the quantisation induced by truncation of the bit planes description is the same for the whole segment, some parts of the segment have a poor image quality. These artefacts generally occur in low energy areas within a segment of higher level of energy. In order to locally correct these areas, CNES has studied "exceptional processing" targeted for DWT-based compression algorithms. According to a criteria computed for each part of the segment (called block), the wavelet coefficients can be amplified before bit-plane encoding. As usual Region of Interest handling, these multiplied coefficients will be processed earlier by the encoder than in the nominal case (without exceptional processing). The image quality improvement brought by the exceptional processing has been confirmed by visual image analysis and fidelity criteria. The complexity of the proposed improvement for on-board application has also been analysed.
تدمد: 0277-786X
DOI: 10.1117/12.892528
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::113ee9302bde160fe2c7febd14f557de
https://doi.org/10.1117/12.892528
رقم الانضمام: edsair.doi...........113ee9302bde160fe2c7febd14f557de
قاعدة البيانات: OpenAIRE
الوصف
تدمد:0277786X
DOI:10.1117/12.892528