The effect of image compression on synthetic PROBA-V images
| Autor: | Inge Aalders, Laura Poggio, Matt Aitkenhead, Alessandro Gimona |
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| Rok vydání: | 2014 |
| Předmět: |
Standard test image
business.industry Computer science ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Image processing Image (mathematics) Uncompressed video Content (measure theory) General Earth and Planetary Sciences Data system Computer vision Artificial intelligence business Image compression |
| Zdroj: | International Journal of Remote Sensing. 35:2639-2653 |
| ISSN: | 1366-5901 0143-1161 |
| DOI: | 10.1080/01431161.2014.883101 |
| Popis: | We have carried out an in-depth investigation into the effects of image compression on synthetic Probe for On-Board Autonomy – Vegetation (PROBA-V) scenes and Landsat-derived image tiles. The two image compression implementations used were the TER implementation and a bespoke implementation of the Consultative Committee for Space Data Systems (CCSDS) Blue Book standard, which are functionally identical but operate on different image architectures. This work included (1) the development of an approach for producing synthetic scenes that were appropriate in terms of structure and content, and (2) evaluation of the image compression approach on the two kinds of image in terms of their usefulness for land-cover mapping. The synthetic image (SI) generation approach has been rigorously tested and produces images that are statistically similar to real scenes, both compressed and uncompressed. The results of our work show that the effects of image compression vary significantly between bands and with different co... |
| Databáze: | OpenAIRE |
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