Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 좌훈승 | - |
| dc.contributor.author | Janghun Jo | - |
| dc.date.accessioned | 2020-06-22T16:03:44Z | - |
| dc.date.available | 2020-06-22T16:03:44Z | - |
| dc.date.issued | 2020 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000283399 | en_US |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/12021 | - |
| dc.description | image processing, deblurring, deep learning | - |
| dc.description.statementofresponsibility | prohibition | - |
| dc.description.tableofcontents | I. Introduction 1 II. Background 4 2.1. Non-blind Image Deblurring 4 2.2. Richardson-Lucy Deconvolution 5 III. Related Work 6 3.1. Non-uniform blur. 6 IV. Methods 8 4.1. Parameterizing Richardson-Lucy Deconvolution 8 4.2. Deep Richardson-Lucy Deconvolution 9 4.3. Feature Scaling 11 4.4. Non-uniform Deblurring 11 4.5. Handling Boundary Artifact 13 4.6. Training 14 4.7. Dataset 14 4.8. Implementation 15 V. Experiments 17 5.1. Uniform Deblurring 17 5.2. Non-uniform Deblurring 20 5.3. Evaluation on Poisson noise 22 VI. Conclusion 24 References 25 |
- |
| dc.format.extent | 41 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Deep Richardson-Lucy Deconvolution | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/Theses.200000283399 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Information and Communication Engineering | - |
| dc.contributor.coadvisor | Sunghyun Cho | - |
| dc.date.awarded | 2020-02 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 조72 202002 | - |
| dc.date.accepted | 2020-01-20 | - |
| dc.contributor.alternativeDepartment | 정보통신융합전공 | - |
| dc.embargo.liftdate | 2021-12-31 | - |
| dc.contributor.affiliatedAuthor | Jo, Janghun | - |
| dc.contributor.affiliatedAuthor | Cho, Sunghyun | - |
| dc.contributor.affiliatedAuthor | Chwa, Hoon Sung | - |
| dc.contributor.alternativeName | 조장훈 | - |
| dc.contributor.alternativeName | 조성현 | - |
| dc.contributor.alternativeName | Hoonsung Chwa | - |
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