| 研究生: |
林于晴 Lin, Yu-Ching |
|---|---|
| 論文名稱: |
藉由動量操控實現之超低畸變結構光 Ultra-Low Distortion Structured Light Enabled by Momentum Engineering |
| 指導教授: |
吳品頡
Wu, Pin Chieh |
| 學位類別: |
碩士 Master |
| 系所名稱: |
理學院 - 光電科學與工程學系 Department of Photonics |
| 論文出版年: | 2026 |
| 畢業學年度: | 114 |
| 語文別: | 中文 |
| 論文頁數: | 90 |
| 中文關鍵詞: | 超穎介面 、結構光 、畸變 、動量操控 、深度感測 、VCSEL |
| 外文關鍵詞: | metasurface, structured light, distortion, momentum engineering, depth sensing, VCSEL |
| 相關次數: | 點閱:107 下載:1 |
| 分享至: |
| 查詢本校圖書館目錄 查詢臺灣博碩士論文知識加值系統 勘誤回報 |
結構光深度感測可藉由投射已知光點圖案,並分析光點於物體表面上的位置變化來取得深度資訊。傳統結構光投影系統通常需要透鏡或繞射光學元件進行光場調控,使系統在微型化與整合上受到限制。超穎介面透過次波長奈米結構控制光的相位、振幅與傳播方向,超穎介面厚度薄且結構緊湊,可作為結構光投影系統的光場調控元件。本論文提出結合動量操控與準直陣列之超低畸變結構光設計,並以940 nm VCSEL陣列作為光源。透過動量空間設計,配合局部準直相位,使VCSEL陣列的出射光導向目標投影區域,形成低畸變結構光點陣。在製程上,本論文比較二氧化矽硬遮罩與鉻金屬遮罩兩種製程方式。結果顯示,鉻金屬遮罩製程可減少製程步驟,避免頂層遮罩殘留造成的結構偏差,並提高奈米結構的側壁垂直度。實際遠場投影結果顯示,光點分布與模擬結果相對應,量測所得之結構光畸變率為1.99%,且能搭配單一相機進行深度感測。
結果顯示,藉由動量操控與準直相位整合後,可在單一超穎介面中實現低畸變結構光點陣,作為單一相機深度感測的投影光源。若未來進一步將超穎介面與VCSEL陣列光源整合,並根據光源座標配置與發散角,調整準直區域尺寸及準直焦距,使各光源於元件平面上的主要能量分布與對應準直區域相匹配,可減少光能進入相鄰區域,改善光束的準直程度,形成更清晰且排列規則的結構光點陣。
Structured-light depth sensing obtains depth information by projecting a known dot pattern and analyzing changes in the dot positions in the captured image. However, conventional structured-light projection systems usually require additional lenses or diffractive optical elements, thereby limiting system miniaturization.
In this thesis, an ultra-low-distortion structured-light generator based on a metasurface is proposed. Momentum engineering is used to guide the light from a 940 nm vertical-cavity surface-emitting laser (VCSEL) array toward the target projection regions, while a collimator array is introduced to reduce the intrinsic divergence of the VCSEL beams. Compared with the silicon dioxide hard-mask process, the chromium metal mask process simplifies fabrication, avoids structural differences caused by residual top-mask material, and results in nanostructures with higher sidewall verticality.
The fabricated metasurface generates a far-field structured-light pattern corresponding to the simulation results. The measured distortion is 1.99%. The projected dot pattern is also used for single-camera depth sensing. These results demonstrate the feasibility of combining a metasurface with a VCSEL array for miniaturized structured-light projection systems.
[1] W. Yang, J. Zhou, D. P. Tsai, and S. Xiao, "Advanced manufacturing of dielectric meta-devices," Photonics Insights 3, R04 (2024).
[2] A. I. Kuznetsov, M. L. Brongersma, J. Yao, M. K. Chen, U. Levy, D. P. Tsai, N. I. Zheludev, A. Faraon, A. Arbabi, and N. Yu, "Roadmap for optical metasurfaces," ACS Photonics 11, 816-865 (2024).
[3] A. Arbabi, Y. Horie, M. Bagheri, and A. Faraon, "Dielectric metasurfaces for complete control of phase and polarization with subwavelength spatial resolution and high transmission," Nature Nanotechnology 10, 937-943 (2015).
[4] Z. Hu, M. Gu, Y. Tian, C. Li, M. Zhu, H. Zhou, B. Fang, Z. Hong, and X. Jing, "Review for optical metalens based on metasurfaces: fabrication and applications," Microsystems & Nanoengineering 11, 189 (2025).
[5] N. Yu, P. Genevet, M. A. Kats, F. Aieta, J.-P. Tetienne, F. Capasso, and Z. Gaburro, "Light propagation with phase discontinuities: generalized laws of reflection and refraction," Science 334, 333-337 (2011).
[6] T. Wu, Z. Liu, Y. Wang, H. Zhang, Z. Yang, W. Cao, and D. Yang, "All-dielectric phase-gradient metasurface performing high-efficiency anomalous transmission in the near-infrared region," Nanoscale Research Letters 16, 158 (2021).
[7] L. Zhou, G. Wu, Y. Zuo, X. Chen, and H. Hu, "A comprehensive review of vision-based 3D reconstruction methods," Sensors 24, 2314 (2024).
[8] Z. Zhang, H. Wang, Y. Li, Z. Li, W. Gui, X. Wang, C. Zhang, X. Liang, and X. Li, "Fringe-based structured-light 3D reconstruction: principles, projection technologies, and deep learning integration," Sensors 25, 6296 (2025).
[9] R. Furukawa, E. Chen, R. Sagawa, S. Oka, and H. Kawasaki, "Calibration‐free structured‐light‐based 3D scanning system in laparoscope for robotic surgery," Healthcare Technology Letters 11, 196-205 (2024).
[10] C.-H. Huang, S.-C. He, T.-Y. Chen, C.-J. Cheng, and H.-Y. Tu, "Three-dimensional surface reconstruction for specular/diffuse composite surfaces," Sensors 24, 7942 (2024).
[11] L. Song, X. Li, Y. Yang, X. Zhu, Q. Guo, and H. Liu, "Structured-light based 3D reconstruction system for cultural relic packaging," Sensors 18, 2981 (2018).
[12] S. Izadi, D. Kim, O. Hilliges, D. Molyneaux, R. Newcombe, P. Kohli, J. Shotton, S. Hodges, D. Freeman, A. Davison, and A. Fitzgibbon, "Kinectfusion: real-time 3D reconstruction and interaction using a moving depth camera," in Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology (2011), 559-568.
[13] J. Geng, "Structured-light 3D surface imaging: a tutorial," Advances in Optics and Photonics 3, 128-160 (2011).
[14] T. Yang, and F. Gu, "Overview of modulation techniques for spatially structured-light 3D imaging," Optics & Laser Technology 169, 110037 (2024).
[15] S. Van der Jeught, and J. J. Dirckx, "Real-time structured light profilometry: a review," Optics and Lasers in Engineering 87, 18-31 (2016).
[16] T.-X. Zheng, S. Huang, Y.-F. Li, and M.-C. Feng, "Key techniques for vision-based 3D reconstruction: a review," Acta Automatica Sinica 46, 631-652 (2020).
[17] W.-C. Hsu, C.-H. Chang, Y.-H. Hong, H.-C. Kuo, and Y.-W. Huang, "Metasurface- and PCSEL-based structured light for monocular depth perception and facial recognition," Nano Letters 24, 1808-1815 (2024).
[18] Y. Wang, S. Zhang, and J. H. Oliver, "3D shape measurement technique for multiple rapidly moving objects," Optics Express 19, 8539-8545 (2011).
[19] Z. Shen, Y. Ni, and Y. Yang, "Baseline-free structured light 3D imaging using a metasurface double-helix dot projector," Nanophotonics 14, 1265-1272 (2025).
[20] C. Li, X. Li, C. He, G. Geng, J. Li, X. Jing, Y. Wang, and L. Huang, "Metasurface-based structured light sensing without triangulation," Advanced Optical Materials 12, 2302126 (2024).
[21] X. Huang, C. Wu, X. Xu, B. Wang, S. Zhang, C. Shen, C. Yu, J. Wang, N. Chi, and S. Yu, "Polarization structured light 3D depth image sensor for scenes with reflective surfaces," Nature Communications 14, 6855 (2023).
[22] Y. Ni, S. Chen, Y. Wang, Q. Tan, S. Xiao, and Y. Yang, "Metasurface for structured light projection over 120° field of view," Nano Letters 20, 6719-6724 (2020).
[23] G. Kim, Y. Kim, J. Yun, S.-W. Moon, S. Kim, J. Kim, J. Park, T. Badloe, I. Kim, and J. Rho, "Metasurface-driven full-space structured light for three-dimensional imaging," Nature Communications 13, 5920 (2022).
[24] Y. Luo, X. Li, R. Zhang, Y. Guo, M. Pu, Y. Fan, Q. Zhang, Q. He, J. Che, and Z. Zhao, "Monocular metasurface for structured light generation and 3D imaging with a large field-of-view," ACS Applied Materials & Interfaces 16, 39906-39916 (2024).
[25] R. Zhang, S. Qiao, Y. Luo, Y. Guo, X. Li, Q. Zhang, Y. Fan, Z. Zhao, and X. Luo, "Structured-light 3D imaging based on vector iterative Fourier transform algorithm," Nanomaterials 14, 929 (2024).
[26] E. Choi, G. Kim, J. Yun, Y. Jeon, J. Rho, and S.-H. Baek, "360° structured light with learned metasurfaces," Nature Photonics 18, 848-855 (2024).
[27] S.-H. Lu, T. Li, W.-F. Hsu, Y.-P. Liu, S.-J. Lin, and K.-A. Lin, "Distortion correction of diffractive optical elements (DOEs) for wide-angle structured light projection," in 2020 Opto-Electronics and Communications Conference (OECC) (IEEE, 2020), pp. 1-3.
[28] H. Pang, S. Yin, Q. Deng, Q. Qiu, and C. Du, "A novel method for the design of diffractive optical elements based on the Rayleigh–Sommerfeld integral," Optics and Lasers in Engineering 70, 38-44 (2015).
[29] W.-F. Hsu, "Modeling and correcting pincushion distortion in wide-angle projection images of diffractive optical elements," in Frontiers in Optics + Laser Science 2023 (FiO, LS) (Optica Publishing Group, 2023), paper JM4A.47.
[30] B. Wu, H. Wang, C. F. Pan, M. J. Tan, S. J. Loo, W. Zhang, X. Zhou, L. Chen, Z. Liu, and H. Wang, "Wide angle 3D imaging without distortions," Laser & Photonics Reviews 20, e01827 (2026).
[31] Y. Deng, Z. Cai, Y. Ding, S. I. Bozhevolnyi, and F. Ding, "Recent progress in metasurface-enabled optical waveplates," Nanophotonics 11, 2219-2244 (2022).
[32] P. C. Wu, W.-Y. Tsai, W. T. Chen, Y.-W. Huang, T.-Y. Chen, J.-W. Chen, C. Y. Liao, C. H. Chu, G. Sun, and D. P. Tsai, "Versatile polarization generation with an aluminum plasmonic metasurface," Nano Letters 17, 445-452 (2017).
[33] H. P. Su, P. S. Huang, and P. C. Wu, "Gradient‐momentum engineering in metasurface for continuous and asymmetric beam steering," Laser & Photonics Reviews 20, e02066 (2026).
[34] Y. Luo, C. H. Chu, S. Vyas, H. Y. Kuo, Y. H. Chia, M. K. Chen, X. Shi, T. Tanaka, H. Misawa, and Y.-Y. Huang, "Varifocal metalens for optical sectioning fluorescence microscopy," Nano Letters 21, 5133-5142 (2021).
[35] G. Zheng, H. Mühlenbernd, M. Kenney, G. Li, T. Zentgraf, and S. Zhang, "Metasurface holograms reaching 80% efficiency," Nature Nanotechnology 10, 308-312 (2015).
[36] Y. Kivshar, and A. Miroshnichenko, "Meta-optics with Mie resonances," Optics and Photonics News 28, 24-31 (2017).
[37] J. Bohn, T. Bucher, K. E. Chong, A. Komar, D.-Y. Choi, D. N. Neshev, Y. S. Kivshar, T. Pertsch, and I. Staude, "Active tuning of spontaneous emission by Mie-resonant dielectric metasurfaces," Nano Letters 18, 3461-3465 (2018).
[38] A. Arbabi, Y. Horie, A. J. Ball, M. Bagheri, and A. Faraon, "Subwavelength-thick lenses with high numerical apertures and large efficiency based on high-contrast transmitarrays," Nature Communications 6, 7069 (2015).
[39] B. Lyu, C. Chen, J. Wang, C. Li, W. Zhang, Y. Feng, F. Dong, B. Zhang, Z. Zeng, and Y. Wang, "Multi-wavelength structured light based on metasurfaces for 3D imaging," Nanophotonics 13, 477-485 (2024).
[40] X. Jing, Y. Li, J. Li, Y. Wang, and L. Huang, "Active 3D positioning and imaging modulated by single fringe projection with compact metasurface device," Nanophotonics 12, 1923-1930 (2023).
[41] N. Li, Y. H. Fu, Y. Dong, T. Hu, Z. Xu, Q. Zhong, D. Li, K. H. Lai, S. Zhu, and Q. Lin, "Large-area pixelated metasurface beam deflector on a 12-inch glass wafer for random point generation," Nanophotonics 8, 1855-1861 (2019).
[42] X. Jing, R. Zhao, X. Li, Q. Jiang, C. Li, G. Geng, J. Li, Y. Wang, and L. Huang, "Single-shot 3D imaging with point cloud projection based on metadevice," Nature Communications 13, 7842 (2022).
[43] Z. Zhang, A. Qu, M. Yang, Z. Li, T. Huang, S. Chen, H. Cheng, S. Yu, and G. Zheng, "Super-large field-of-view, high-accurate and real-time 3D scene reconstruction based on metasurface-enabled structured light," Laser & Photonics Reviews 19, 2401120 (2025).
[44] G. Pan, M. Xun, X. Zhou, Y. Sun, Y. Dong, and D. Wu, "Harnessing the capabilities of VCSELs: unlocking the potential for advanced integrated photonic devices and systems," Light: Science & Applications 13, 229 (2024).
[45] C. Wu, X. Huang, Y. Ji, T. Cheng, J. Wang, N. Chi, S. Yu, and C. J. Chang-Hasnain, "Addressable structured light system using metasurface optics and an individually addressable VCSEL array," Photonics Research 12, 1129-1137 (2024).
[46] W.-C. Hsu, W.-C. Miao, Y.-H. Hong, H.-C. Kuo, and Y.-W. Huang, "Monolithically integrated metasurface on a PCSEL for depth perception," Nano Letters 25, 11382-11390 (2025).
[47] P. Pal, V. Swarnalatha, A. V. N. Rao, A. K. Pandey, H. Tanaka, and K. Sato, "High speed silicon wet anisotropic etching for applications in bulk micromachining: a review," Micro and Nano Systems Letters 9, 4 (2021).
[48] K. Nojiri, Dry etching technology for semiconductors (Springer, 2015).
[49] M. K. Connors, J. J. Plant, K. G. Ray, and G. W. Turner, "Chamber conditioning process development for improved inductively coupled plasma reactive ion etching of GaAs/AlGaAs materials," Journal of Vacuum Science & Technology B 31, 021207 (2013).