Remove reflections using Bisquare iterative reweighted least square
Other Title(s)
إزالة الانعكاسات باستخدام طريقة أصغر المريعات التكرارية (Bisquare)
Joint Authors
Ali, Yusra Husayn
Muhsin, Maysa Sadun
Source
Issue
Vol. 60, Issue 4 (30 Apr. 2019), pp.868-874, 7 p.
Publisher
University of Baghdad College of Science
Publication Date
2019-04-30
Country of Publication
Iraq
No. of Pages
7
Main Subjects
Information Technology and Computer Science
Abstract EN
Reflections are ubiquitous effects in photos taken through transparent glass mediums, and represent a big problem in photography that impacts severely the performance of computer vision algorithms.
Reflection removal is widely needed in daily lives with the prevalence of camera-equipped smart phones, and it is important, but it is a hard problem.
This paper addresses the problem of reflection separation from two images taken from different viewpoints in front of a transparent glass medium, and proposes algorithm that exploits the natural image prior (gradient sparsity prior), and robust regression method to remove reflections.
The proposed algorithm is tested on real world images, and the quantitative and visual quality comparisons were proved the better performance of the proposed algorithm on an average of 0.3% improvement on the blind referenceless image spatial quality (brisque) error metric than state of art algorithm.
American Psychological Association (APA)
Ali, Yusra Husayn& Muhsin, Maysa Sadun. 2019. Remove reflections using Bisquare iterative reweighted least square. Iraqi Journal of Science،Vol. 60, no. 4, pp.868-874.
https://search.emarefa.net/detail/BIM-969308
Modern Language Association (MLA)
Ali, Yusra Husayn& Muhsin, Maysa Sadun. Remove reflections using Bisquare iterative reweighted least square. Iraqi Journal of Science Vol. 60, no. 4 (2019), pp.868-874.
https://search.emarefa.net/detail/BIM-969308
American Medical Association (AMA)
Ali, Yusra Husayn& Muhsin, Maysa Sadun. Remove reflections using Bisquare iterative reweighted least square. Iraqi Journal of Science. 2019. Vol. 60, no. 4, pp.868-874.
https://search.emarefa.net/detail/BIM-969308
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 873-874
Record ID
BIM-969308