Prediction of Parameters in Optimal Operation Point for BPG-based Lossy Compression of Noisy Images

• Date: 2022
• Main Authors: Kovalenko, Bogdan, Lukin, Volodymyr, Kryvenko, Sergii, Naumenko, Victoriia, Vozel, Benoit
• Format: Article
• Language: English
• Published: Scientific Centre for Aerospace Research of the Earth Institute of Geological Science National Academy of Sciences of Ukraine, Kyiv, Ukraine 2022
• Subjects: image lossy compression; optimal operation point; quality prediction; noise; discrete cosine transform
• Online Access: https://ujrs.org.ua/ujrs/article/view/212
• Journal Title: Ukrainian Journal of Remote Sensing of the Earth

Lossy compression of images corrupted by noise has several peculiarities. First, a specific noise filtering effect is observed. Second, optimal operation point (OOP) can be observed, i.e. such coder parameter (e.g., quantization step) value can exist that quality of compressed image calculated with...