Classification of BPG-Based Lossy Compressed Noisy Images

• Date: 2024
• Main Authors: Proskura, Galina, Naumenko, Victoria, Lukin, Volodymyr
• 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 2024
• Subjects: image lossy compression; optimal operation point; BPG encoder; classification transform
• Online Access: https://ujrs.org.ua/ujrs/article/view/266
• Journal Title: Ukrainian Journal of Remote Sensing of the Earth

Acquired remote sensing images can be noisy. This fact has to be taken into account in their lossy compression and classification. In particular, a specific noise filtering effect is usually observed due to lossy compression and this can be positive for classification. Classification can be also inf...