Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 좌훈승 | - |
| dc.contributor.author | Young Eun Kang | - |
| dc.date.accessioned | 2023-09-18T21:01:22Z | - |
| dc.date.available | 2024-02-28T06:00:28Z | - |
| dc.date.issued | 2023 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/46449 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000684351 | - |
| dc.description | "Real-time systems"; "Object Detection"; "Neural Network" | - |
| dc.description.tableofcontents | Ⅰ.Introduction 1 Ⅱ.Related Work 5 Ⅲ.Target System and Motivation 7 3.1 Target System: DNN-based Object Detection 7 3.2 Feasibility of System Model 8 Ⅳ.System Design 12 4.1 System Goal and Overview 12 4.2 Merge-Canvas Size Decision Module 13 4.3 Localization Module: Paste 16 4.4 Classification Module: Cut 16 4.4.1 RoI Size Decision 17 4.4.2 Recursive Packing 18 Ⅴ. Evaluation 20 5.1 Experiment Setup 20 5.2 Experimental Results 21 5.2.1 Deadline Miss Ratio 21 5.2.2 Detection Accuracy 24 5.2.3 Execution time breakdown 27 Ⅵ. Conclusion 29 References 30 |
- |
| dc.format.extent | 32 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | Paste-and-Cut : Collective Image Localization and Classification for Real-Time Multi-Camera Object Detection | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000684351 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Department of Electrical Engineering and Computer Science | - |
| dc.contributor.coadvisor | Yeseong Kim | - |
| dc.date.awarded | 2023-08-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.IM 강64 202308 | - |
| dc.date.accepted | 2023-09-14 | - |
| dc.contributor.alternativeDepartment | 전기전자컴퓨터공학과 | - |
| dc.subject.keyword | Real-time systems | - |
| dc.subject.keyword | Object Detection | - |
| dc.subject.keyword | Neural Network | - |
| dc.contributor.affiliatedAuthor | Young Eun Kang | - |
| dc.contributor.affiliatedAuthor | Hoon Sung Chwa | - |
| dc.contributor.affiliatedAuthor | Yeseong Kim | - |
| dc.contributor.alternativeName | 강영은 | - |
| dc.contributor.alternativeName | Hoon Sung Chwa | - |
| dc.contributor.alternativeName | 김예성 | - |
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