Development of Shape-based 3D Object Automatic Annotation
| Project/Area Number |
15K15992
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Multi-year Fund |
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| Research Field |
Multimedia database
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| Research Institution | Toyohashi University of Technology |
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Principal Investigator |
Tatsuma Atsushi 豊橋技術科学大学, 工学(系)研究科(研究院), 助教 (60711166)
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| Project Period (FY) |
2015-04-01 – 2017-03-31
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| Project Status |
Completed (Fiscal Year 2016)
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| Budget Amount *help |
¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000)
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| Keywords | マルチメディア / パターン認識 / 情報検索 / 三次元物体 |
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| Outline of Final Research Achievements |
We have witnessed a wide application of 3D objects (models) in various fields such as manufacturing, medicine, and entertainment. Accordingly, the development of 3D model retrieval techniques attracts attention. To realize a text-based search engine of 3D models, each 3D model needs to be given labels representing the shape of that. In this research, to develop shape-based 3D object automatic annotation technique, we have investigated as follows: (1) feature extraction method for 3D object based on deep learning and (2) dimensionality reduction method preserving relationships between 3D objects and labels evaluated with SimRank.
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Report
(3 results)
Research Products
(17 results)
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[Journal Article] Retrieval and classification methods for textured 3D models: A comparative study2016
Author(s)
S. Biasotti, A. Cerri, Masaki Aono, A. Ben Hamza, V. Garro, A. Giachetti, D. Giorgi, A. Godil, C. Li , Chika Sanada, M. Spagnuolo, Atsushi Tatsuma, S. Velasco-Forero
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Journal Title
Visual Computer
Volume: 32
Issue: 2
Pages: 217-241
DOI
Related Report
Peer Reviewed / Int'l Joint Research
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[Presentation] Shape Retrieval of Low-Cost RGB-D Captures2016
Author(s)
Pedro B. Pascoal, Pedro Proena, Filipe Gaspar, Miguel Sales Dias, Alfredo Ferreira, Atsushi Tatsuma, Masaki Aono, K. Berker Logoglu, Sinan Kalkan, Alptekin Temizel, Bo Li, Henry Johan, Yijuan Lu, Viktor Seib, Norman Link, Dietrich Paulus
Organizer
Eurographics Workshop on 3D Object Retrieval 2016
Place of Presentation
Instituto Superior Tecnico, Portugal
Year and Date
2016-05-07
Related Report
Int'l Joint Research
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[Presentation] Large-Scale 3D Shape Retrieval from ShapeNet Core552016
Author(s)
Manolis Savva, Fisher Yu, Hao Su, Masaki Aono, Baoquan Chen, Daniel Cohen-Or, Weihong Deng, Hang Su, Song Bai, Xiang Bai, Noa Fish, Jiajie Han, Evangelos Kalogerakis, Erik G. Learned-Miller, Yangyan Li, Minghui Liao, Subhransu Maji, Atsushi Tatsuma, Yida Wang, Nanhai Zhang, and Zhichao Zhou
Organizer
Eurographics Workshop on 3D Object Retrieval 2016
Place of Presentation
Instituto Superior Tecnico, Portugal
Year and Date
2016-05-07
Related Report
Int'l Joint Research
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[Presentation] Retrieval of Objects Captured with Kinect One Camera2015
Author(s)
Pedro B. Pascoal, Pedro F. Proen, Filipe Gaspar, Miguel Sales Dias, Luis Filipe Teixeira, Alfredo Ferreira, Viktor Seib, Norman Link, Dietrich Paulus, Atsushi Tatsuma, Masaki Aono
Organizer
Eurographics Workshop on 3D Object Retrieval 2015
Place of Presentation
スイス，チューリッヒ大学
Year and Date
2015-05-02
Related Report
Int'l Joint Research
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