Dynamic Projection Mapping with a Single IR Camera
We propose a dynamic projection mapping system with effective machine-learning and high-speed edge-based object tracking using a single IR camera. The machine-learning techniques are used for precise 3D initial posture estimation from 2D IR images, as a detection process. After the detection, we app...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2017-01-01
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| Series: | International Journal of Computer Games Technology |
| Online Access: | http://dx.doi.org/10.1155/2017/4936285 |
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| _version_ | 1832547309374668800 |
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| author | Naoki Hashimoto Ryo Koizumi Daisuke Kobayashi |
| author_facet | Naoki Hashimoto Ryo Koizumi Daisuke Kobayashi |
| author_sort | Naoki Hashimoto |
| collection | DOAJ |
| description | We propose a dynamic projection mapping system with effective machine-learning and high-speed edge-based object tracking using a single IR camera. The machine-learning techniques are used for precise 3D initial posture estimation from 2D IR images, as a detection process. After the detection, we apply an edge-based tracking process for real-time image projection. In this paper, we implement our proposal and actually achieve dynamic projection mapping. In addition, we evaluate the performance of our proposal through the comparison with a Kinect-based tracking system. |
| format | Article |
| id | doaj-art-9f187399592644b7b1c2d76e5688ae21 |
| institution | Kabale University |
| issn | 1687-7047 1687-7055 |
| language | English |
| publishDate | 2017-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Computer Games Technology |
| spelling | doaj-art-9f187399592644b7b1c2d76e5688ae212025-02-03T06:45:19ZengWileyInternational Journal of Computer Games Technology1687-70471687-70552017-01-01201710.1155/2017/49362854936285Dynamic Projection Mapping with a Single IR CameraNaoki Hashimoto0Ryo Koizumi1Daisuke Kobayashi2School of Informatics and Engineering, The University of Electro-Communications, W9-603, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, JapanSchool of Informatics and Engineering, The University of Electro-Communications, W9-603, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, JapanSchool of Informatics and Engineering, The University of Electro-Communications, W9-603, 1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, JapanWe propose a dynamic projection mapping system with effective machine-learning and high-speed edge-based object tracking using a single IR camera. The machine-learning techniques are used for precise 3D initial posture estimation from 2D IR images, as a detection process. After the detection, we apply an edge-based tracking process for real-time image projection. In this paper, we implement our proposal and actually achieve dynamic projection mapping. In addition, we evaluate the performance of our proposal through the comparison with a Kinect-based tracking system.http://dx.doi.org/10.1155/2017/4936285 |
| spellingShingle | Naoki Hashimoto Ryo Koizumi Daisuke Kobayashi Dynamic Projection Mapping with a Single IR Camera International Journal of Computer Games Technology |
| title | Dynamic Projection Mapping with a Single IR Camera |
| title_full | Dynamic Projection Mapping with a Single IR Camera |
| title_fullStr | Dynamic Projection Mapping with a Single IR Camera |
| title_full_unstemmed | Dynamic Projection Mapping with a Single IR Camera |
| title_short | Dynamic Projection Mapping with a Single IR Camera |
| title_sort | dynamic projection mapping with a single ir camera |
| url | http://dx.doi.org/10.1155/2017/4936285 |
| work_keys_str_mv | AT naokihashimoto dynamicprojectionmappingwithasingleircamera AT ryokoizumi dynamicprojectionmappingwithasingleircamera AT daisukekobayashi dynamicprojectionmappingwithasingleircamera |