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3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS
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| Zeitschriftentitel: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
|---|---|
| Personen und Körperschaften: | , , , , , , |
| In: | The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XLII-2/W7, 2017, S. 211-217 |
| Format: | E-Article |
| Sprache: | Englisch |
| veröffentlicht: |
Copernicus GmbH
|
| Schlagwörter: |
| author_facet |
Guo, H. Wang, K. Su, W. Zhu, D. H. Liu, W. L. Xing, Ch. Chen, Z. R. Guo, H. Wang, K. Su, W. Zhu, D. H. Liu, W. L. Xing, Ch. Chen, Z. R. |
|---|---|
| author |
Guo, H. Wang, K. Su, W. Zhu, D. H. Liu, W. L. Xing, Ch. Chen, Z. R. |
| spellingShingle |
Guo, H. Wang, K. Su, W. Zhu, D. H. Liu, W. L. Xing, Ch. Chen, Z. R. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS General Earth and Planetary Sciences General Environmental Science |
| author_sort |
guo, h. |
| spelling |
Guo, H. Wang, K. Su, W. Zhu, D. H. Liu, W. L. Xing, Ch. Chen, Z. R. 2194-9034 Copernicus GmbH General Earth and Planetary Sciences General Environmental Science http://dx.doi.org/10.5194/isprs-archives-xlii-2-w7-211-2017 <jats:p>Abstract. The shape of a live pig is an important indicator of its health and value, whether for breeding or for carcass quality. This paper implements a prototype system for live single pig body surface 3d scanning based on two consumer depth cameras, utilizing the 3d point clouds data. These cameras are calibrated in advance to have a common coordinate system. The live 3D point clouds stream of moving single pig is obtained by two Xtion Pro Live sensors from different viewpoints simultaneously. A novel detection method is proposed and applied to automatically detect the frames containing pigs with the correct posture from the point clouds stream, according to the geometric characteristics of pig’s shape. The proposed method is incorporated in a hybrid scheme, that serves as the preprocessing step in a body measurements framework for pigs. Experimental results show the portability of our scanning system and effectiveness of our detection method. Furthermore, an updated this point cloud preprocessing software for livestock body measurements can be downloaded freely from https://github.com/LiveStockShapeAnalysis to livestock industry, research community and can be used for monitoring livestock growth status. </jats:p> 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
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| title |
3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY
MEASUREMENTS |
| title_unstemmed |
3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY
MEASUREMENTS |
| title_full |
3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY
MEASUREMENTS |
| title_fullStr |
3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY
MEASUREMENTS |
| title_full_unstemmed |
3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY
MEASUREMENTS |
| title_short |
3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY
MEASUREMENTS |
| title_sort |
3d scanning of live pigs system and its application in body
measurements |
| topic |
General Earth and Planetary Sciences General Environmental Science |
| url |
http://dx.doi.org/10.5194/isprs-archives-xlii-2-w7-211-2017 |
| publishDate |
2017 |
| physical |
211-217 |
| description |
<jats:p>Abstract. The shape of a live pig is an important indicator of its health and value, whether for breeding or for carcass quality. This paper implements a prototype system for live single pig body surface 3d scanning based on two consumer depth cameras, utilizing the 3d point clouds data. These cameras are calibrated in advance to have a common coordinate system. The live 3D point clouds stream of moving single pig is obtained by two Xtion Pro Live sensors from different viewpoints simultaneously. A novel detection method is proposed and applied to automatically detect the frames containing pigs with the correct posture from the point clouds stream, according to the geometric characteristics of pig’s shape. The proposed method is incorporated in a hybrid scheme, that serves as the preprocessing step in a body measurements framework for pigs. Experimental results show the portability of our scanning system and effectiveness of our detection method. Furthermore, an updated this point cloud preprocessing software for livestock body measurements can be downloaded freely from https://github.com/LiveStockShapeAnalysis to livestock industry, research community and can be used for monitoring livestock growth status.
</jats:p> |
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| author | Guo, H., Wang, K., Su, W., Zhu, D. H., Liu, W. L., Xing, Ch., Chen, Z. R. |
| author_facet | Guo, H., Wang, K., Su, W., Zhu, D. H., Liu, W. L., Xing, Ch., Chen, Z. R., Guo, H., Wang, K., Su, W., Zhu, D. H., Liu, W. L., Xing, Ch., Chen, Z. R. |
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| description | <jats:p>Abstract. The shape of a live pig is an important indicator of its health and value, whether for breeding or for carcass quality. This paper implements a prototype system for live single pig body surface 3d scanning based on two consumer depth cameras, utilizing the 3d point clouds data. These cameras are calibrated in advance to have a common coordinate system. The live 3D point clouds stream of moving single pig is obtained by two Xtion Pro Live sensors from different viewpoints simultaneously. A novel detection method is proposed and applied to automatically detect the frames containing pigs with the correct posture from the point clouds stream, according to the geometric characteristics of pig’s shape. The proposed method is incorporated in a hybrid scheme, that serves as the preprocessing step in a body measurements framework for pigs. Experimental results show the portability of our scanning system and effectiveness of our detection method. Furthermore, an updated this point cloud preprocessing software for livestock body measurements can be downloaded freely from https://github.com/LiveStockShapeAnalysis to livestock industry, research community and can be used for monitoring livestock growth status. </jats:p> |
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| spelling | Guo, H. Wang, K. Su, W. Zhu, D. H. Liu, W. L. Xing, Ch. Chen, Z. R. 2194-9034 Copernicus GmbH General Earth and Planetary Sciences General Environmental Science http://dx.doi.org/10.5194/isprs-archives-xlii-2-w7-211-2017 <jats:p>Abstract. The shape of a live pig is an important indicator of its health and value, whether for breeding or for carcass quality. This paper implements a prototype system for live single pig body surface 3d scanning based on two consumer depth cameras, utilizing the 3d point clouds data. These cameras are calibrated in advance to have a common coordinate system. The live 3D point clouds stream of moving single pig is obtained by two Xtion Pro Live sensors from different viewpoints simultaneously. A novel detection method is proposed and applied to automatically detect the frames containing pigs with the correct posture from the point clouds stream, according to the geometric characteristics of pig’s shape. The proposed method is incorporated in a hybrid scheme, that serves as the preprocessing step in a body measurements framework for pigs. Experimental results show the portability of our scanning system and effectiveness of our detection method. Furthermore, an updated this point cloud preprocessing software for livestock body measurements can be downloaded freely from https://github.com/LiveStockShapeAnalysis to livestock industry, research community and can be used for monitoring livestock growth status. </jats:p> 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences |
| spellingShingle | Guo, H., Wang, K., Su, W., Zhu, D. H., Liu, W. L., Xing, Ch., Chen, Z. R., The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS, General Earth and Planetary Sciences, General Environmental Science |
| title | 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS |
| title_full | 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS |
| title_fullStr | 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS |
| title_full_unstemmed | 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS |
| title_short | 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS |
| title_sort | 3d scanning of live pigs system and its application in body measurements |
| title_unstemmed | 3D SCANNING OF LIVE PIGS SYSTEM AND ITS APPLICATION IN BODY MEASUREMENTS |
| topic | General Earth and Planetary Sciences, General Environmental Science |
| url | http://dx.doi.org/10.5194/isprs-archives-xlii-2-w7-211-2017 |