Full metadata record
DC Field | Value | Language |
---|---|---|
dc.contributor.advisor | 박상현 | - |
dc.contributor.author | Euijin Jung | - |
dc.date.accessioned | 2019-10-02T16:04:31Z | - |
dc.date.available | 2019-10-02T16:04:31Z | - |
dc.date.issued | 2019 | - |
dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000171501 | en_US |
dc.identifier.uri | http://hdl.handle.net/20.500.11750/10757 | - |
dc.description.statementofresponsibility | prohibition | - |
dc.description.tableofcontents | Contents . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . i List of Tables . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ii List of Figures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . iii I. INTRODUCTION 1 II. Related Works 3 1 Spatial Domain Approach . . . . . . . . . . . . . . . . . . . . . . . . . . 3 2 Transform Domain Approaches . . . . . . . . . . . . . . . . . . . . . . . 3 3 Learning Based Approaches . . . . . . . . . . . . . . . . . . . . . . . . . 4 4 Medical Image Enhancement . . . . . . . . . . . . . . . . . . . . . . . . . 4 III. METHODS 6 1 Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 2 SRCNN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6 3 VDSR . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7 4 Dense Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 5 Densely Connected Dense Network . . . . . . . . . . . . . . . . . . . . . 9 IV. RESULTS 10 1 Data set . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10 2 Evaluation Settings . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11 3 Quantitative Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 4 Qualitative Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 13 5 Discussion for comparison networks . . . . . . . . . . . . . . . . . . . . . 15 6 Discussion for network depth . . . . . . . . . . . . . . . . . . . . . . . . . 18 V. CONCLUSION 20 References 21 |
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dc.format.extent | 35 | - |
dc.language | eng | - |
dc.publisher | DGIST | - |
dc.source | /home/dspace/dspace53/upload/200000171501.pdf | - |
dc.title | Enhancement of Perivascular Spaces using 3D Convolutional Neural Network | - |
dc.title.alternative | 3차원 합성곱 신경망을 이용한 혈관영상 화질 향상 | - |
dc.type | Thesis | - |
dc.identifier.doi | 10.22677/thesis.200000171501 | - |
dc.description.degree | MASTER | - |
dc.contributor.department | Robotics Engineering | - |
dc.contributor.coadvisor | Jaeil Kim | - |
dc.date.awarded | 2019-02 | - |
dc.publisher.location | Daegu | - |
dc.description.database | dCollection | - |
dc.citation | XT.RM 정67 201902 | - |
dc.date.accepted | 2019-01-30 | - |
dc.contributor.alternativeDepartment | 로봇공학전공 | - |
dc.embargo.liftdate | 2021-02-01 | - |
dc.contributor.affiliatedAuthor | Park, Sanghyun | - |
dc.contributor.affiliatedAuthor | Jung, Euijin | - |
dc.contributor.affiliatedAuthor | Kim, Jaeil | - |
dc.contributor.alternativeName | Sang Hyun Park | - |
dc.contributor.alternativeName | 정의진 | - |
dc.contributor.alternativeName | 김재일 | - |
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