- Bookcover of Image Super-resolution
- Booktitle:
-
Image Super-resolution
Better Edge Enhancement Approach
LAP LAMBERT Academic Publishing (2013-09-13 )
eligible for voucher
- ISBN-13:
978-3-659-44963-5
- ISBN-10:
- 3659449636
- EAN:
- 9783659449635
- Book language:
- Blurb/Shorttext:
- Super resolution (SR) image reconstruction is a promising technique of digital imaging which attempts to generate a raster image with a higher resolution than its source. In comparison to various other image enhancement techniques, SR image reconstruction technique not only improves the quality of under-sampled, low-resolution images by increasing their spatial resolution but also attempts to filter out distortions. This work focuses on single-frame SR.The experimental results proved that this proposed method can remove the artifacts subjectively and obtain sharp edges in visual perception. Comparing this algorithm with several other state-of-the-art image SR algorithms shows that this approach performs better in terms of both qualitatively and quantitatively. Although now, digital camera produce high-resolution images, it cannot fulfill the demands of many applications such as as remote sensing, astronomical imaging, medical imaging, and many more. Hence these applications have approached image-processing techniques for a solution to generate good quality HR imagery.
- Publishing house:
- LAP LAMBERT Academic Publishing
- Website:
- https://www.lap-publishing.com/
- By (author) :
- Gaurav Hansda, K. R. Rao
- Number of pages:
- 116
- Published at:
- 2013-09-13
- Stock:
- Available
- Category:
- Technology
- Price:
- 39.90 €
- Keywords:
- Image Processing, Image Super resolution
