- Tytuł:
- Image Quality Assessment Using Edge Correlation
- Autorzy:
-
Ruikar, J.
Sinha, A.
Chaudhury, S. - Tematy:
-
image quality assessment
image quality metrics
steerable Gaussian filter
subjective assessment - Pokaż więcej
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Powiązania:
- https://bibliotekanauki.pl/articles/226152.pdf Link otwiera się w nowym oknie
- Opis:
- In literature, oriented filters are used for low-level vision tasks. In this paper, we propose use of steerable Gaussian filter in image quality assessment. Human visual system is more sensitive to multidirectional edges present in natural images. The most degradation in image quality is caused due to its edges. In this work, an edge based metric termed as steerable Gaussian filtering (SGF) quality index is proposed as objective measure for image quality assessment. The performance of the proposed technique is evaluated over multiple databases. The experimental result shows that proposed method is more reliable and outperform the conventional image quality assessment method.
- Dostawca treści:
- Biblioteka Nauki
Artykuł