Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 임성훈 | - |
| dc.contributor.author | Changjae Kim | - |
| dc.date.accessioned | 2023-03-22T19:57:23Z | - |
| dc.date.available | 2023-08-31T06:00:22Z | - |
| dc.date.issued | 2023 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/45751 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000653655 | - |
| dc.description | Multi-Target Domain Adaptation,Image-to-Image Translation,Semantic Segmentation,Cross-Domain Correspondence Matching,Cross-Domain Feature Consistency | - |
| dc.description.tableofcontents | Ⅰ. Introduction 1 Ⅱ. Related Work 3 Ⅲ. Proposed Method 5 3.1 Class-Wise Image Translation 6 3.1.1 High-Precision Pseudo labeling 7 3.1.2 Attribute Transfer 8 3.2 Cross-Domain Feature Consistency for Domain Alignment 9 Ⅳ. Experiments 10 4.1 Datasets 10 4.2 Implementation Details 11 4.3 Synthetic-to-Real Adaptation 11 4.4 Real-to-Real Adaptation 18 4.5 Ablation study on Cross-Domain Feature Consistency 20 Ⅴ. Conclusion 21 Ⅵ. References 22 Ⅶ. 요약문 27 |
- |
| dc.format.extent | 27 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Unsupervised Domain Adaptation for Visual Perception in Various Environments | - |
| dc.title.alternative | 다양한 환경에서의 시각적 인식을 위한 비지도 도메인 적응 방법 | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000653655 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Electrical Engineering and Computer Science | - |
| dc.contributor.coadvisor | Kyong Hwan Jin | - |
| dc.date.awarded | 2023-02-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 김82 202302 | - |
| dc.date.accepted | 2023-03-21 | - |
| dc.contributor.alternativeDepartment | 전기전자컴퓨터공학과 | - |
| dc.subject.keyword | Multi-Target Domain Adaptation | - |
| dc.subject.keyword | Image-to-Image Translation | - |
| dc.subject.keyword | Semantic Segmentation | - |
| dc.subject.keyword | Cross-Domain Correspondence Matching | - |
| dc.subject.keyword | Cross-Domain Feature Consistency | - |
| dc.contributor.affiliatedAuthor | Changjae Kim | - |
| dc.contributor.affiliatedAuthor | Sunghoon Im | - |
| dc.contributor.affiliatedAuthor | Kyong Hwan Jin | - |
| dc.contributor.alternativeName | 김창재 | - |
| dc.contributor.alternativeName | Sunghoon Im | - |
| dc.contributor.alternativeName | 진경환 | - |
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