Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 유재석 | - |
| dc.contributor.author | Dongkyu Jung | - |
| dc.date.accessioned | 2022-08-17T16:00:10Z | - |
| dc.date.available | 2022-08-17T16:00:10Z | - |
| dc.date.issued | 2022 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000629151 | en_US |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/16788 | - |
| dc.description | Ultrasound, Speckle, Unsupervised learning, Deep learning | - |
| dc.description.abstract | - | |
| dc.description.statementofresponsibility | N | - |
| dc.description.tableofcontents | 1. INTRODUCTION 1 2. METHODS 5 2.1. Speckle-to-Speckle: Unsupervised learning-based framework 5 2.1.1. Background 5 2.1.2. Speckle-to-Speckle network design 7 2.1.3. Training and inference 8 2.2. Experimental setup 9 2.2.1. Data acquisition 9 2.2.2. Implementation details 11 2.2.3. Evaluation metrics 11 3. RESULTS 15 3.1. Evaluation using training dataset 15 3.2. Evaluation using validation dataset 17 3.3. Evaluation using unspecified dataset 18 3.4. Calculation complexity 20 4. DISCUSSIONS 22 5. CONCLUSION 24 6. REFERENCE 25 요약문 27 |
- |
| dc.format.extent | 27 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.subject | Ultrasound, Speckle, Unsupervised learning, Deep learning | - |
| dc.title | Speckle-to-Speckle: Ultrasound speckle reduction technique using unsupervised deep learning | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/thesis.200000629151 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Robotics and Mechatronics Engineering | - |
| dc.contributor.coadvisor | Sangyoon Han | - |
| dc.date.awarded | 2022/08 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.RM 정25 202208 | - |
| dc.date.accepted | 8/11/22 | - |
| dc.contributor.alternativeDepartment | 로봇및기계전자공학과 | - |
| dc.embargo.liftdate | 2023-08-31 | - |
| dc.contributor.affiliatedAuthor | Dongkyu Jung | - |
| dc.contributor.affiliatedAuthor | Jaesok Yu | - |
| dc.contributor.affiliatedAuthor | Sangyoon Han | - |
| dc.contributor.alternativeName | 정동규 | - |
| dc.contributor.alternativeName | Jaesok Yu | - |
| dc.contributor.alternativeName | 한상윤 | - |
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