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SegRig: Advanced Neural Rigging Network via 3D Semantic Segmentation
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dc.contributor.advisor 서대원 -
dc.contributor.author Junkyu Cho -
dc.date.accessioned 2025-02-28T21:02:17Z -
dc.date.available 2025-03-01T06:00:32Z -
dc.date.issued 2025 -
dc.identifier.uri http://hdl.handle.net/20.500.11750/58047 -
dc.identifier.uri http://dgist.dcollection.net/common/orgView/200000841174 -
dc.description Mesh segmentation, Neural rigging, Joint prediction, Skeleton -
dc.description.tableofcontents I.Introduction 1
II.Related Works 4
2.1 Mesh Segmentation 4
2.2 Neural Rigging 5
III.Methods 8
3.1 Segmentation Attention 8
3.2 Displacement Loss 9
3.3 Attention Weighted Norm Loss 11
3.4 Total Rigging Prediction 12
IV.Experiments 14
4.1 Attention Ratio 14
4.2 Datasets 17
4.3 Out of Distribution 18
V.Conclusion 21
References 22
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dc.format.extent 25 -
dc.language eng -
dc.publisher DGIST -
dc.title SegRig: Advanced Neural Rigging Network via 3D Semantic Segmentation -
dc.title.alternative 3차원 의미적 분할을 이용한 고도화된 뉴럴 리깅 네트워크 -
dc.type Thesis -
dc.identifier.doi 10.22677/THESIS.200000841174 -
dc.description.degree Master -
dc.contributor.department Department of Electrical Engineering and Computer Science -
dc.identifier.bibliographicCitation Junkyu Cho. (2025). SegRig: Advanced Neural Rigging Network via 3D Semantic Segmentation. doi: 10.22677/THESIS.200000841174 -
dc.contributor.coadvisor Gyeongsik Moon -
dc.date.awarded 2025-02-01 -
dc.publisher.location Daegu -
dc.description.database dCollection -
dc.citation XT.IM 조76 202502 -
dc.date.accepted 2025-01-20 -
dc.contributor.alternativeDepartment 전기전자컴퓨터공학과 -
dc.subject.keyword Mesh segmentation, Neural rigging, Joint prediction, Skeleton -
dc.contributor.affiliatedAuthor Junkyu Cho -
dc.contributor.affiliatedAuthor Daewon Seo -
dc.contributor.affiliatedAuthor Gyeongsik Moon -
dc.contributor.alternativeName 조준규 -
dc.contributor.alternativeName Daewon Seo -
dc.contributor.alternativeName 문경식 -
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