DocumentCode
234373
Title
Global overlapping block based reconstruction using exact Legendre moments
Author
Bahaoui, Zaineb ; Zenkouar, Khalid ; Zarghili, Arsalane ; El Fadili, Hakim ; Qjidaa, Hassan
Author_Institution
Lab. of Intell. Sysems & Applic. (LSIA), Univ. Sidi Mohamed Ben Abdellah, Fez, Morocco
fYear
2014
fDate
20-22 Oct. 2014
Firstpage
323
Lastpage
328
Abstract
In this paper, we propose a novel method for reconstruction of the multi-gray level images using the exact computation of Legendre moments. The purpose of this method is to ensure high accuracy and low computation time, by dividing the image into a set of blocks instead of treating the whole image. For mitigating the blocking artifact involved in the reconstruction process, we propose a new approach based on block Reconstruction using a Global Overlapping Block and Exact Legendre Moments computation (GOBRELM). A typical comparison of the proposed method with the conventional ones concludes to very impressive and promising results concerning image quality and time consuming. The main motivation of the proposed approach is to allow fast and efficient reconstruction algorithm, with improvement of the reconstructed image quality and time consumption. This makes our method attractive for real time applications.
Keywords
image reconstruction; image segmentation; GOBRELM; blocking artifact mitigation; exact Legendre moment computation; global overlapping block based reconstruction; image quality; multigray level image segmentation; Accuracy; Decision support systems; Image quality; Image reconstruction; PSNR; Real-time systems; Reconstruction algorithms; Blocking artifact; Computation time; Exact Legendre Moments computation; Global overlapping; Gray level images;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Science and Technology (CIST), 2014 Third IEEE International Colloquium in
Conference_Location
Tetouan
Print_ISBN
978-1-4799-5978-5
Type
conf
DOI
10.1109/CIST.2014.7016640
Filename
7016640
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