An Approach to Utilize a No-reference Image Quality Metric and Fusion Technique for the Enhancement of Color Images
Author | : Manawaduge Supun Samudika De Silva |
Publisher | : |
Total Pages | : 43 |
Release | : 2016 |
ISBN-10 | : OCLC:962327237 |
ISBN-13 | : |
Rating | : 4/5 (37 Downloads) |
Download or read book An Approach to Utilize a No-reference Image Quality Metric and Fusion Technique for the Enhancement of Color Images written by Manawaduge Supun Samudika De Silva and published by . This book was released on 2016 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis presents a color image enhancement method that uses an existing method (developed for grayscale images) to adjust the luminance component of a color image towards intensifying details without debasing the images' perceptual quality. For color modifications, the proposed method uses Adaptive and Integrated Neighborhood-Dependent Approach for Nonlinear Enhancement (AINDANE), a superior method originally defined for improving color images captured under low-light. Furthermore, utilization of an appropriate white balancing technique gives rise to a color temperature controlled final image. It is shown that a no-reference quality metric scores higher for final enhanced images of selected diverse images and a comparison with AINDANE shows the competitiveness of the proposed method. Finally, a statistical factor based graphical representation displays a convergence towards the visually optimal range.