Depth profile measurement with lenslet images of the plenoptic camera
An approach for carrying out depth profile measurement of an object with the plenoptic camera is proposed. A single plenoptic image consists of multiple lenslet images. To begin with, these images are processed directly with a refocusing technique to obtain the depth map, which does not need to alig...
| Main Authors: | , , , , , , , |
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| Other Authors: | |
| Format: | Journal Article |
| Language: | English |
| Published: |
2018
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| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/89160 http://hdl.handle.net/10220/44802 |
| _version_ | 1811681244913598464 |
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| author | Yang, Peng Wang, Zhaomin Zhang, Wei Zhao, Hongying Qu, Weijuan Zhao, Haimeng Asundi, Anand Yan, Lei |
| author2 | School of Mechanical and Aerospace Engineering |
| author_facet | School of Mechanical and Aerospace Engineering Yang, Peng Wang, Zhaomin Zhang, Wei Zhao, Hongying Qu, Weijuan Zhao, Haimeng Asundi, Anand Yan, Lei |
| author_sort | Yang, Peng |
| collection | NTU |
| description | An approach for carrying out depth profile measurement of an object with the plenoptic camera is proposed. A single plenoptic image consists of multiple lenslet images. To begin with, these images are processed directly with a refocusing technique to obtain the depth map, which does not need to align and decode the plenoptic image. Then, a linear depth calibration is applied based on the optical structure of the plenoptic camera for depth profile reconstruction. One significant improvement of the proposed method concerns the resolution of the depth map. Unlike the traditional method, our resolution is not limited by the number of microlenses inside the camera, and the depth map can be globally optimized. We validated the method with experiments on depth map reconstruction, depth calibration, and depth profile measurement, with the results indicating that the proposed approach is both efficient and accurate. |
| first_indexed | 2024-10-01T03:37:52Z |
| format | Journal Article |
| id | ntu-10356/89160 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:37:52Z |
| publishDate | 2018 |
| record_format | dspace |
| spelling | ntu-10356/891602023-03-04T17:16:51Z Depth profile measurement with lenslet images of the plenoptic camera Yang, Peng Wang, Zhaomin Zhang, Wei Zhao, Hongying Qu, Weijuan Zhao, Haimeng Asundi, Anand Yan, Lei School of Mechanical and Aerospace Engineering Centre for Optical and Laser Engineering Depth Profile Measurement Calibration An approach for carrying out depth profile measurement of an object with the plenoptic camera is proposed. A single plenoptic image consists of multiple lenslet images. To begin with, these images are processed directly with a refocusing technique to obtain the depth map, which does not need to align and decode the plenoptic image. Then, a linear depth calibration is applied based on the optical structure of the plenoptic camera for depth profile reconstruction. One significant improvement of the proposed method concerns the resolution of the depth map. Unlike the traditional method, our resolution is not limited by the number of microlenses inside the camera, and the depth map can be globally optimized. We validated the method with experiments on depth map reconstruction, depth calibration, and depth profile measurement, with the results indicating that the proposed approach is both efficient and accurate. MOE (Min. of Education, S’pore) Published version 2018-05-16T04:29:25Z 2019-12-06T17:19:12Z 2018-05-16T04:29:25Z 2019-12-06T17:19:12Z 2018 Journal Article Yang, P., Wang, Z., Zhang, W., Zhao, H., Qu, W., Zhao, H., et al. (2018). Depth profile measurement with lenslet images of the plenoptic camera. Optical Engineering, 57(3), 033106-. 0091-3286 https://hdl.handle.net/10356/89160 http://hdl.handle.net/10220/44802 10.1117/1.OE.57.3.033106 en Optical Engineering © 2018 Society of Photo-Optical Instrumentation Engineers (SPIE). This paper was published in Optical Engineering and is made available as an electronic reprint (preprint) with permission of Society of Photo-Optical Instrumentation Engineers (SPIE). The published version is available at: [http://dx.doi.org/10.1117/1.OE.57.3.033106]. One print or electronic copy may be made for personal use only. Systematic or multiple reproduction, distribution to multiple locations via electronic or other means, duplication of any material in this paper for a fee or for commercial purposes, or modification of the content of the paper is prohibited and is subject to penalties under law. 8 p. application/pdf |
| spellingShingle | Depth Profile Measurement Calibration Yang, Peng Wang, Zhaomin Zhang, Wei Zhao, Hongying Qu, Weijuan Zhao, Haimeng Asundi, Anand Yan, Lei Depth profile measurement with lenslet images of the plenoptic camera |
| title | Depth profile measurement with lenslet images of the plenoptic camera |
| title_full | Depth profile measurement with lenslet images of the plenoptic camera |
| title_fullStr | Depth profile measurement with lenslet images of the plenoptic camera |
| title_full_unstemmed | Depth profile measurement with lenslet images of the plenoptic camera |
| title_short | Depth profile measurement with lenslet images of the plenoptic camera |
| title_sort | depth profile measurement with lenslet images of the plenoptic camera |
| topic | Depth Profile Measurement Calibration |
| url | https://hdl.handle.net/10356/89160 http://hdl.handle.net/10220/44802 |
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