WEB OF SCIENCE
SCOPUS
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 박상현 | - |
| dc.contributor.author | Jihyeon Kim | - |
| dc.date.accessioned | 2025-01-20T23:54:19Z | - |
| dc.date.available | 2025-01-20T23:54:19Z | - |
| dc.date.issued | 2024 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/57611 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000802008 | - |
| dc.description | Incremental learning, Multi-organ segmentation, DeepInversion | - |
| dc.description.tableofcontents | Contents i List of Tables ii List of Figures iii I. INTRODUCTION 1 II. RELATED WORKS 4 1 Distillation-based methods 4 2 Rehearsal-based Methods 5 3 Data-Free Methods 6 III. Method 7 1 Notation 7 2 Framework of Incremental Learning 8 2.1 Segmentation Loss 9 2.2 Distillation Loss 10 3 Generation of Fake Images with MOSInversion 10 IV. RESULTS 13 1 Dataset 13 2 Implementation details 13 3 Evaluation 14 3.1 Results 14 3.2 The effect of the quality of generated images on model performance 16 3.3 The effect of the learning sequence 20 V. CONCLUSION 22 References 23 i |
- |
| dc.format.extent | 27 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Incremental Learning to Segment Multiple Organs Using DeepInversion | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000802008 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Robotics and Mechatronics Engineering | - |
| dc.identifier.bibliographicCitation | Jihyeon Kim. (2024). Incremental Learning to Segment Multiple Organs Using DeepInversion. doi: 10.22677/THESIS.200000802008 | - |
| dc.contributor.coadvisor | Okkyun Lee | - |
| dc.date.awarded | 2024-08-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.RM김78 202408 | - |
| dc.date.accepted | 2024-07-24 | - |
| dc.contributor.alternativeDepartment | 로봇및기계전자공학과 | - |
| dc.subject.keyword | Incremental learning, Multi-organ segmentation, DeepInversion | - |
| dc.contributor.affiliatedAuthor | Jihyeon Kim | - |
| dc.contributor.affiliatedAuthor | Sanghyun Park | - |
| dc.contributor.affiliatedAuthor | Okkyun Lee | - |
| dc.contributor.alternativeName | 김지현 | - |
| dc.contributor.alternativeName | Sanghyun Park | - |
| dc.contributor.alternativeName | 이옥균 | - |
| dc.rights.embargoReleaseDate | 2026-08-31 | - |
