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Coding Artifact Reduction Using Bilateral Filtering
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | Kim Dongyoon | - |
| dc.contributor.author | Zerubabel, Legesse | - |
| dc.date.accessioned | 2018-10-16T02:20:25Z | - |
| dc.date.available | 2018-10-16T02:20:25Z | - |
| dc.date.issued | 2010-08 | - |
| dc.identifier.other | 10910 | - |
| dc.identifier.uri | https://dspace.ajou.ac.kr/handle/2018.oak/2112 | - |
| dc.description | 학위논문(석사)--아주대학교 일반대학원 :컴퓨터공학과,2010. 8 | - |
| dc.description.tableofcontents | Table of Contents I. Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 A. Statement of the Problem . . . . . . . . . . . . . . . . . . . . . . . . . . . 2 B. Objective of the Research . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 C. Scope . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 D. Methodologty Used . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3 E. Organization of Thesis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4 II. RelatedWorks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 A. Artifact Reduction using BF . . . . . . . . . . . . . . . . . . . . . . . . . . 5 B. Parameter Selection . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 C. Contrast Enhancement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 III. The Proposed Framework . . . . . . . . . . . . . . . . . . . . . . . . 8 A. Bilateral filtering based artifacts reduction . . . . . . . . . . . . . . . . . . 8 B. Adaptive Paramter Selection . . . . . . . . . . . . . . . . . . . . . . . . . . 9 C. Contrast Enhancement . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 IV. Experimental Results and Discussion . . . . . . . . . . . . . . . . 15 A. Numerical Comparison . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 B. Visual Comparison . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 16 C. Discussion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18 V. Conclusion and Future Work . . . . . . . . . . . . . . . . . . . . . 21 | - |
| dc.language.iso | eng | - |
| dc.publisher | The Graduate School, Ajou University | - |
| dc.rights | 아주대학교 논문은 저작권에 의해 보호받습니다. | - |
| dc.title | Coding Artifact Reduction Using Bilateral Filtering | - |
| dc.type | Thesis | - |
| dc.contributor.affiliation | 아주대학교 일반대학원 | - |
| dc.contributor.department | 일반대학원 컴퓨터공학과 | - |
| dc.date.awarded | 2010. 8 | - |
| dc.description.degree | Master | - |
| dc.identifier.localId | 568932 | - |
| dc.identifier.url | http://dcoll.ajou.ac.kr:9080/dcollection/jsp/common/DcLoOrgPer.jsp?sItemId=000000010910 | - |
| dc.subject.keyword | Computer Science | - |
| dc.description.alternativeAbstract | Reducing compression artifacts such as ringing and blocking is one of important issues to improve a visual quality of a JPEG compressed image. In this paper, we propose a new post processing technique based on bilateral filtering (BF), which is one of the techniques that are used to reduce compression artifacts. An important issue with the application of the BF is the selection of the filter parameters, which affects the result significantly. In this work,We suggest a new method to select the filter parameter automatically. In addition to artifact reduction using the BF, a contrast enhancement is performed to overcome the contrast loss problem due to compression. The experimental result shows that the proposed approach can alleviate the artifacts efficiently. Keywords？ bilateral filtering, artifact reduction, contrast enhancement, blocking artifact, ringing artifact, JPEG compression. | - |
- Appears in Collections:
- Graduate School of Ajou University > Department of Computer Engineering > 3. Theses(Master)
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