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学者姓名：戎路
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Abstract ：
Diffractive deep neural networks (D2NNs) typically adopt a densely cascaded arrangement of diffractive masks, leading to multiple reflections of diffracted light between adjacent masks, thereby affecting the network's inference capability. It is challenging to fully simulate this multiple-reflection phenomenon. To eliminate this phenomenon, we designed tilted-mode all-optical diffractive deep neural networks (T-D2NNs) and proposed a theoretical model for diffraction propagation in the tilted mode. Simulation results indicate that T-D2NNs address the performance degradation caused by interlayer reflections in D2NNs constructed with high-index diffractive masks. In classification tasks, T-D2NNs achieve better classification results compared to D2NNs that consider interlayer reflections.
Keyword ：
computing imaging computing imaging diffractive deep neural networks diffractive deep neural networks optical neural networks optical neural networks
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| GB/T 7714 | Song, Mingzhu , Zhuang, Xuhui , Rong, Lu et al. Tilted-Mode All-Optical Diffractive Deep Neural Networks [J]. | MICROMACHINES , 2025 , 16 (1) . |
| MLA | Song, Mingzhu et al. "Tilted-Mode All-Optical Diffractive Deep Neural Networks" . | MICROMACHINES 16 . 1 (2025) . |
| APA | Song, Mingzhu , Zhuang, Xuhui , Rong, Lu , Wang, Junsheng . Tilted-Mode All-Optical Diffractive Deep Neural Networks . | MICROMACHINES , 2025 , 16 (1) . |
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Abstract ：
The modulation of a terahertz (THz) wave on amplitude, phase and polarization is important for the application of THz technology, especially in the field of imaging, and is one of the current research hotspots. Silicon-based, optically excited THz modulator is a wavefront modulation technique with a simple, compact and reconfigurable optical path. It can realize the dynamic modulation of THz wavefronts by only changing the projected two-dimensional pattern, but it still suffers from the problems of lower modulation efficiency and slower modulation rates. In this article, the Drude model in combination with the multiple thin layers structure model and Fresnel matrix method is used to compare the modulation efficiencies of three modulation modes and more factors. The method is more accurate than the popular proposed method, especially when the thickness of the excited photoconductive layers reaches a few hundred microns. In comparing the three modes, namely transmission, ordinary reflection and total internal reflection, it is found the total internal reflection modulation mode has the best modulation efficiency. Further, under this mode, the effects of three factors, including the lifetime of photo-excited carriers, the wavelength of pump light and the frequency of THz wave, on the performance of THz modulator are analyzed. The simulation results show that the realization of total internal reflection using silicon prisms is a simple and effective method to improve the modulation efficiency of a silicon-based optically excited THz modulator, which provides references for the design of a photo-induced THz modulator.
Keyword ：
total internal reflection total internal reflection light field modulation light field modulation terahertz wave modulator terahertz wave modulator
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| GB/T 7714 | Zhao, Chenyu , Wang, Dayong , Lin, Shufeng et al. Design Optimization of Silicon-Based Optically Excited Terahertz Wave Modulation [J]. | PHOTONICS , 2024 , 11 (3) . |
| MLA | Zhao, Chenyu et al. "Design Optimization of Silicon-Based Optically Excited Terahertz Wave Modulation" . | PHOTONICS 11 . 3 (2024) . |
| APA | Zhao, Chenyu , Wang, Dayong , Lin, Shufeng , Zhao, Jie , Wang, Yunxin , Rong, Lu . Design Optimization of Silicon-Based Optically Excited Terahertz Wave Modulation . | PHOTONICS , 2024 , 11 (3) . |
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Abstract ：
太赫兹波作为一种穿透性强、具有非电离性和惧水性的电磁波，可以穿透多种非金属、非极性介质材料。太赫兹计算层析成像技术基于傅里叶中心切片定理和直线传播模型，通过记录不同投影角度下的强度数据，采用滤波反投影等重建算法获得样品三维吸收系数分布和内外部结构信息分布。随着太赫兹成像器件的不断发展和应用场景的拓展，已发展出多种照明模式、成像光路和重建算法，并已在文物保护、骨密度测量和无损检测领域开展了应用探索。概述太赫兹计算层析技术的基本原理，并从提高重建质量、分辨率和采集效率三方面具体介绍太赫兹计算层析成像技术的最新研究。
Keyword ：
照明光场调控 照明光场调控 三维成像 三维成像 太赫兹成像 太赫兹成像 计算层析 计算层析
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| GB/T 7714 | 戎路 , 刘乂铭 , 宁冉 et al. 太赫兹计算层析成像研究进展（特邀） [J]. | 激光与光电子学进展 , 2024 , 61 (02) : 207-224 . |
| MLA | 戎路 et al. "太赫兹计算层析成像研究进展（特邀）" . | 激光与光电子学进展 61 . 02 (2024) : 207-224 . |
| APA | 戎路 , 刘乂铭 , 宁冉 , 赵洁 , 王云新 , 王大勇 . 太赫兹计算层析成像研究进展（特邀） . | 激光与光电子学进展 , 2024 , 61 (02) , 207-224 . |
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Abstract ：
Optical hiding schemes based on visual cryptography usually hide secret information in multiple visual keys. However, the traditional visual keys are usually Mosaic patterns, which are easy to attract the attention of attackers, and limit their randomness and security. And each visual key needs a corresponding transport carrier, leading to limited hiding capacity. To solve these problems, this paper proposes an optical information hiding method based on speckle encoding and dual-multiplexing interferometry. This method uses natural speckle with high randomness to partial replace traditional visual keys, realizing the combination application of natural speckle keys and artificial visual keys. The optical properties of wavelength and diffraction distance multiplexing interference can hide multiple visual keys in a single image, which improves the hiding capacity. Simulation and optical experiments show that the proposed method has high security, large hiding capacity, imperceptibility and robustness.
Keyword ：
Interferometry Interferometry Speckle encoding Speckle encoding Optical hiding Optical hiding Dual multiplexing Dual multiplexing Visual keys Visual keys
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| GB/T 7714 | Zhu, Yusi , Mi, Zhaoke , Zhu, Yupeng et al. Optical information hiding based on speckle encoding with dual-multiplexing interferometry [J]. | OPTICS COMMUNICATIONS , 2024 , 573 . |
| MLA | Zhu, Yusi et al. "Optical information hiding based on speckle encoding with dual-multiplexing interferometry" . | OPTICS COMMUNICATIONS 573 (2024) . |
| APA | Zhu, Yusi , Mi, Zhaoke , Zhu, Yupeng , Ke, Changjun , Rong, Lu , Shi, Yishi . Optical information hiding based on speckle encoding with dual-multiplexing interferometry . | OPTICS COMMUNICATIONS , 2024 , 573 . |
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Abstract ：
Fourier ptychography (FP) can break through the limitations of existing optical systems with a single aperture and realize large field-of-view (FOV) and high-resolution (HR) imaging simultaneously by aperture synthesis in the frequency domain. The method has potential applications for remote sensing and space-based imaging. However, the aperture stop of the imaging system was generally set to be much smaller than the system with an adjustable diaphragm, so it failed to make full use of the imaging capability of the system. In this paper, a reflective remote FP with full aperture is proposed, and the optical aperture of the camera is set to be the maximum according to the sample-matching condition, which can further improve the imaging resolution by exploring the whole capability of the system. Firstly, the physical model of the remote FP is established using oblique illumination of a convergent spherical wave. Then, the sampling characteristics of the low-resolution (LR) intensity image are analyzed. Assuming diffraction-limited imaging, the size of the aperture of the optical system needs to match the sampling of the detector. An experimental setup with an imaging distance of 2.4 m is built, and a series of LR images is collected by moving the camera for the diffused samples, including the USAF resolution test target and the banknote, where the diameter of the single aperture is set to the maximum to match the size of the CCD pixel under the practical minimum F# of the camera of 2.8. The high-resolution image is reconstructed by applying the iterative phase retrieval algorithm. The experimental results show that the reconstructed resolution is improved to 2.5x. This verifies that remote FP with full aperture can effectively improve the imaging resolution using only the present single-aperture optical system.
Keyword ：
sample matching sample matching full aperture full aperture high-resolution imaging high-resolution imaging remote imaging remote imaging Fourier ptychography Fourier ptychography
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| GB/T 7714 | Wang, Dayong , Meng, Jiahao , Zhao, Jie et al. Full-Aperture Reflective Remote Fourier Ptychography with Sample Matching [J]. | REMOTE SENSING , 2024 , 16 (22) . |
| MLA | Wang, Dayong et al. "Full-Aperture Reflective Remote Fourier Ptychography with Sample Matching" . | REMOTE SENSING 16 . 22 (2024) . |
| APA | Wang, Dayong , Meng, Jiahao , Zhao, Jie , Wang, Renyuan , Wang, Yunxin , Rong, Lu et al. Full-Aperture Reflective Remote Fourier Ptychography with Sample Matching . | REMOTE SENSING , 2024 , 16 (22) . |
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Abstract ：
The pursuit of high-resolution, high-fidelity, real-time imaging is receiving significant attention in terahertz community. In this study, a versatile illumination approach based on a double-mirror galvanometer is proposed and optimized for multiple terahertz imaging approaches. We analyzed the mechanism of galvanometric illumination and elucidated two main factors affecting its homogeneity and parallelism properties. In our module, the terahertz beam is deflected rapidly by the galvanometer which is driven by triangular voltage signals, and then focused by a self-designed aspherical f-theta lens to illuminate the object at an equal lateral scanning velocity. The object beam of different transients is periodically superimposed along the Lissajous trajectory, and is recorded by an array microbolometer in a single integration of 3 s. A homogeneous illumination field is realized with a speckle contrast of 0.11, and the resultant image achieves isotropic resolution. By adopting the proposed galvanometric illumination strategy, the average intensity of the illumination field is increased by 135% compared to expanded coherent illumination, and the speckle contrast is reduced by 83.5% compared to other galvanometric illumination. By virtue of leading low speckle noise, illumination homogeneity and parallelism, a compact imaging system is built for terahertz full-field imaging and computed tomography achieving high imaging speed and fidelity. As a successful attestation of terahertz beam steering, this study is very promising to reduce the total cost, increase the performance and expand the application of terahertz imaging.
Keyword ：
Computed tomography Computed tomography theta lens theta lens Terahertz imaging Terahertz imaging Full-field imaging Full-field imaging Galvanometer Galvanometer
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| GB/T 7714 | Ning, Ran , Wang, Dayong , Zhang, Yuzhe et al. Optimized galvanometric illumination for terahertz full-field imaging and computed tomography [J]. | OPTICS AND LASERS IN ENGINEERING , 2024 , 185 . |
| MLA | Ning, Ran et al. "Optimized galvanometric illumination for terahertz full-field imaging and computed tomography" . | OPTICS AND LASERS IN ENGINEERING 185 (2024) . |
| APA | Ning, Ran , Wang, Dayong , Zhang, Yuzhe , Rong, Lu , Zheng, Yushi , Guo, Guangyan et al. Optimized galvanometric illumination for terahertz full-field imaging and computed tomography . | OPTICS AND LASERS IN ENGINEERING , 2024 , 185 . |
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Abstract ：
The converging lens is one of the key components in high-resolution terahertz imaging. In this Letter, a binary diffractive lens is proposed for the scanning imaging system working at 278.6 GHz, in which a convergent beam with a waist diameter of 0.65 mm is generated, and 1 mm lateral imaging resolution is realized. This low-cost terahertz lens, constituted by concentric rings with different radii, is optimized by stimulated annealing algorithm and fabricated by three-dimensional printing. Compared with the conventional transmissive convex lens, higher resolution and enhanced imaging quality are achieved via smaller focal spot of the illumination beam. This type of lens would promote terahertz imaging closer to practical appli-cations such as nondestructive testing and other scenarios.
Keyword ：
binary diffractive lens binary diffractive lens terahertz imaging terahertz imaging phase modulation phase modulation three-dimensional printing three-dimensional printing
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| GB/T 7714 | Ning, Ran , Wang, Dayong , Rong, Lu et al. Binary diffractive lens with subwavelength focusing for terahertz imaging [J]. | CHINESE OPTICS LETTERS , 2023 , 21 (3) . |
| MLA | Ning, Ran et al. "Binary diffractive lens with subwavelength focusing for terahertz imaging" . | CHINESE OPTICS LETTERS 21 . 3 (2023) . |
| APA | Ning, Ran , Wang, Dayong , Rong, Lu , Zhao, Jie , Wang, Yunxin , Lin, Shufeng . Binary diffractive lens with subwavelength focusing for terahertz imaging . | CHINESE OPTICS LETTERS , 2023 , 21 (3) . |
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Abstract ：
本发明公开了利用二维振镜扫描照明的的太赫兹全场相衬成像方法，该方法包括用二维振镜快速改变照明光束的位置，并使用探测器延时曝光对成像帧进行平均，从而得到一个强度分布均匀的部分相干照明光场。通过一个4f系统对物体成像，采集一幅像平面和两幅不同离焦面下的强度图像，用数值差分的方法得到轴向导数。将轴向导数带入到光强传输方程的迭代算法中，通过不断减小计算实验中的轴向导数与计算得到的轴向导数的差值，不断累加相位值。当迭代满足迭代收敛条件时，迭代结束最后得到像平面的相位分布。
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| GB/T 7714 | 戎路 , 张宇哲 , 王大勇 et al. 一种利用二维振镜扫描照明的太赫兹全场相衬成像方法 : CN202310522907.3[P]. | 2023-05-10 . |
| MLA | 戎路 et al. "一种利用二维振镜扫描照明的太赫兹全场相衬成像方法" : CN202310522907.3. | 2023-05-10 . |
| APA | 戎路 , 张宇哲 , 王大勇 , 林述锋 , 赵洁 , 王云新 et al. 一种利用二维振镜扫描照明的太赫兹全场相衬成像方法 : CN202310522907.3. | 2023-05-10 . |
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Abstract ：
本发明公开了一种基于太赫兹f‑θ物镜和二维扫描振镜的三维计算层析成像方法，包括优化设计太赫兹f‑θ物镜、三维计算层析的数据重建过程。设计适用于太赫兹计算层析成像系统的f‑θ物镜需要满足三个条件：不同角度θ的入射光束透射太赫兹f‑θ物镜之后在观察平面产生的像高H满足H＝f×θ，其中f为太赫兹f‑θ物镜的焦距；不同角度的入射光束经过太赫兹f‑θ物镜之后的出射光束平行于光轴传播；不同角度的入射光束经过太赫兹f‑θ物镜之后的出射光束尺寸基本不发生改变。
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| GB/T 7714 | 王大勇 , 宁冉 , 戎路 et al. 一种基于太赫兹f-θ物镜和二维扫描振镜的三维计算层析成像方法 : CN202310522898.8[P]. | 2023-05-10 . |
| MLA | 王大勇 et al. "一种基于太赫兹f-θ物镜和二维扫描振镜的三维计算层析成像方法" : CN202310522898.8. | 2023-05-10 . |
| APA | 王大勇 , 宁冉 , 戎路 , 赵洁 , 王云新 , 林述锋 . 一种基于太赫兹f-θ物镜和二维扫描振镜的三维计算层析成像方法 : CN202310522898.8. | 2023-05-10 . |
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Abstract ：
本发明公开了一种基于达曼光栅分束的连续太赫兹波单曝光叠层成像方法，该方法通过分束器件太赫兹达曼光栅产生对被测样品进行阵列照明的子波束，同时捕获多束携带被测样品信息的衍射图样，将衍射图样进行叠层重建算法重建出照明光束的复振幅和样品的透过率函数，得到被测样品的表面形貌，提取出被测样品的相位信息，从而定量推算出被塑料、陶瓷、纸张等非极性物质遮挡的被测样品表面的形貌结构。本发明有效解决了普通太赫兹叠层成像需要多次曝光，使得实时性较低的问题，从而在定量得到大样品的形貌结构的基础上，真正实现大视场高分辨率快速成像。
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| GB/T 7714 | 戎路 , 林昊 , 王大勇 et al. 一种达曼光栅分束的单次曝光太赫兹叠层成像方法 : CN202310303301.0[P]. | 2023-03-26 . |
| MLA | 戎路 et al. "一种达曼光栅分束的单次曝光太赫兹叠层成像方法" : CN202310303301.0. | 2023-03-26 . |
| APA | 戎路 , 林昊 , 王大勇 , 赵洁 , 林述锋 , 王云新 . 一种达曼光栅分束的单次曝光太赫兹叠层成像方法 : CN202310303301.0. | 2023-03-26 . |
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