- Tytuł:
- Image classification for jpeg compression
- Autorzy:
-
Tichonov, Jevgenij
Kurasova, Olga
Filatovas, Ernestas - Powiązania:
- https://bibliotekanauki.pl/articles/103336.pdf
- Data publikacji:
- 2018
- Wydawca:
- Stowarzyszenie Inżynierów i Techników Mechaników Polskich
- Tematy:
-
Image quality
image classification
JPEG algorithm
storage of images
quality prediction
SSIM
PSNR
jakość obrazu
klasyfikacja obrazu
algorytm JPEG
przechowywanie obrazów
prognozowanie jakości - Opis:
- We analyse storage problems of digital images in accordance with image quality and image compression efficiency. Storage problems are relevant for Cloud storage and file hosting services, online file storage providers, social networks, etc. In this paper, an approach is proposed to process a group of images with a JPEG algorithm that all the processed images satisfy the minimum threshold of quality with the automatic selection of the quality factor (QF). The experimental investigation reveals advantages of the compression efficiency of the proposed approach over the traditional JPEG algorithm. The proposed approach enables saving storage spaces while maintaining the desirable image quality.
- Źródło:
-
Advances in Science and Technology. Research Journal; 2018, 12, 2; 29-34
2299-8624 - Pojawia się w:
- Advances in Science and Technology. Research Journal
- Dostawca treści:
- Biblioteka Nauki
Artykuł