WEB OF SCIENCE
SCOPUS
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 문인규 | - |
| dc.contributor.author | Sangheon Jeong | - |
| dc.date.accessioned | 2025-02-28T21:01:50Z | - |
| dc.date.available | 2025-02-28T21:01:50Z | - |
| dc.date.issued | 2025 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/58024 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000828394 | - |
| dc.description | Double Random Phase Encoding, Photon Counting Imaging, Transfer Learning, Knowledge Distillation | - |
| dc.description.tableofcontents | List of Contents Abstract i List of contents ii List of tables ⅲ List of figures ⅲ Ⅰ. Introduction 1.1 Backgrounds and Contributions 1 Ⅱ. Methods 2.1 Photon Counting Imaging 4 2.2 Double Random Phase Encoding 6 2.3 Methods of Integration of PCI and DRPE 8 2.4 Transfer Learning 10 2.5 Knowledge Distillation 12 Ⅲ. Results 3.1 Research Ⅰ: Transfer Learning-based Knowledge Transfer 15 3.1.1 Datasets 15 3.1.2 Three Types of Transfer Learning Methods 15 3.1.3 Setup 17 3.1.4 Results 17 3.2 Research Ⅱ: Knowledge Distillation-based Knowledge Transfer 20 Ⅳ. Conclusion 4.1 Conclusion 23 |
- |
| dc.format.extent | 27 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Knowledge Transfer Methods for Photon Counting Double Random Phase Encoded Image Classification | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000828394 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Robotics and Mechatronics Engineering | - |
| dc.identifier.bibliographicCitation | Sangheon Jeong. (2025). Knowledge Transfer Methods for Photon Counting Double Random Phase Encoded Image Classification. doi: 10.22677/THESIS.200000828394 | - |
| dc.contributor.coadvisor | Youhyun Kim | - |
| dc.date.awarded | 2025-02-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.RM 정52 202502 | - |
| dc.date.accepted | 2025-01-20 | - |
| dc.contributor.alternativeDepartment | 로봇및기계전자공학과 | - |
| dc.subject.keyword | Double Random Phase Encoding, Photon Counting Imaging, Transfer Learning, Knowledge Distillation | - |
| dc.contributor.affiliatedAuthor | Sangheon Jeong | - |
| dc.contributor.affiliatedAuthor | Inkyu Moon | - |
| dc.contributor.affiliatedAuthor | Youhyun Kim | - |
| dc.contributor.alternativeName | 정상헌 | - |
| dc.contributor.alternativeName | Inkyu Moon | - |
| dc.contributor.alternativeName | 김유현 | - |
| dc.rights.embargoReleaseDate | 2030-02-28 | - |
