1 福州大学 物理与信息工程学院, 福州 350116
2 中国福建光电信息科学与技术创新实验室, 福州 350116
3 福州大学 先进制造学院, 福建 泉州 362200
为提高单阶段实例分割的检测精度和改善小目标漏检、错检情况, 提出一种基于YOLACT改进的YOLACTR算法。该算法首先利用CNN与Transformer相结合, 设计一种新的头部预测网络, 对特征进一步提取, 并使用双向注意力来关联同一实例的掩码信息并区分不同实例之间的掩码特征, 注重特征点周围的关联信息, 使得检测框的预测更加准确; 然后利用多级上采样和设计的CS注意力模块结合形成掩码分支, 使其融入多种不同尺度信息, 并利用CS注意力来关注不同的尺度信息。在MS COCO数据上, YOLACTR算法与YOLACT算法相比, 其边框和掩码检测精度分别提升了7.4%和2.9%, 在小目标检测上分别提升了18.9%和13.5%。实验表明, YOLACTR算法可以在多目标复杂场景下, 提升检测和分割精度以及分类的准确度, 改善小目标和重叠目标漏检、错检的问题。
实例分割 注意力机制 小目标检测 YOLACT YOLACT instance segmentation Transformer Transformer attention mechanism small target detection
Author Affiliations
Abstract
1 Northwestern Polytechnical University, School of Physical Science and Technology, MOE Key Laboratory of Material Physics and Chemistry Under Extraordinary Conditions, and Shaanxi Key Laboratory of Optical Information Technology, Xi’an, China
2 Shenzhen University, Collaborative Innovation Centre for Optoelectronic Science and Technology, Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, Shenzhen, China
Cylindrical vector beams and vortex beams, two types of typical singular optical beams characterized by axially symmetric polarization and helical phase front, possess the unique focusing property and the ability of carrying orbital angular momentum. We discuss the formation mechanisms of such singular beams in few-mode fibers under the vortex basis and show recent advances in generating techniques that are mainly based on long-period fiber gratings, mode-selective couplers, offset-spliced fibers, and tapered fibers. The performances of cylindrical vector beams and vortex beams generated in fibers and fiber lasers are summarized and compared to give a comprehensive understanding of singular beams and to promote their practical applications.
cylindrical vector beam vortex beam orbital angular momentum two-mode fiber fiber laser beam shaping Advanced Photonics
2021, 3(1): 014002
Author Affiliations
Abstract
1 Key Laboratory of Space Applied Physics and Chemistry, Ministry of Education, and Shaanxi Key Laboratory of Optical Information Technology, School of Science, Northwestern Polytechnical University, Xi’an 710072, China
2 Université Polytechnique Hauts de France, IEMN DOAE CNRS, Campus Le Mont Houy, 59309, Valenciennes Cedex, France
Goodness of fit is demonstrated for theoretical calculation of z-scan data based on beams propagating in the nonlinear medium and the Fresnel–Kirchhoff diffraction integral in experiments with high nonlinear refraction and absorption. The constancy of nonlinear optical parameters is achieved regardless of sample thickness and laser intensity, which clarifies the physical significance of optical parameters. We have obtained = 2.0 × 10?19 m2/W and = 5.0 × 10?13 m/W for carbon disulfide excited by a pulsed laser at 800 nm with pulse duration of 35 fs, which are independent of sample thickness and laser intensity. Affirming constancy of the extracted parameters to the incident light intensity may become a practice to verify the goodness of the z-scan experiment.
z-scan technique nonlinear refraction and absorption nonlinear optical coefficient carbon disulfide Chinese Optics Letters
2020, 18(7): 071903
Author Affiliations
Abstract
1 Key Laboratory of Space Applied Physics and Chemistry, Ministry of Education, and Shaanxi Key Laboratory of Optical Information Technology, School of Science, North Western Polytechnical University, Xi’an 710072, China
2 Department of Electrical and Computer Engineering, National University of Singapore, Singapore 117583, Singapore
3 LEES Program, Singapore-MIT Alliance for Research & Technology (SMART), Singapore 138602, Singapore
A polarization-insensitive plasmonic absorber is designed consisting of Au fishnet structures on a TiO2 spacer/Ag mirror. The fishnet structures excite localized surface plasmon and generate hot electrons from the absorbed photons, while the TiO2 layer induces Fabry–Perot resonance, and the Ag mirror acts as a back reflector. Through optimizing the TiO2 layer thickness, numerical simulation shows that 97% of the incident light is absorbed in the Au layer. The maximum responsivity and external quantum efficiency of the device can approach 5 mA/W and ~1%, respectively, at the wavelength of 700 nm.
plasmonic absorber Fabry–Perot resonance internal photoemission surface plasmon Chinese Optics Letters
2020, 18(5): 052402
Author Affiliations
Abstract
1 MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions and Shaanxi Key Laboratory of Optical Information Technology, School of Science, Northwestern Polytechnical University, Xi’an 710072, China
2 e-mail: ting.mei@ieee.org
Surface-enhanced Raman spectroscopy (SERS) with high-sensitivity performance is a very necessary detection technology. Here, we present a method for increasing the performance of SERS based on silver triangular nanoprism arrays (ATNAs) vertically excited via a focused azimuthal vector beam (AVB). The ATNA substrates with different structural parameters are prepared based on the traditional self-assembled and modified film lift-off technique. Based on a theoretical model established adopting the structural parameters of the ATNA substrates, theoretical simulation results show that AVB excitation can achieve greater electric-field enhancement than linearly polarized beam (LPB) excitation. Experimental result indicates that SERS sensitivity obtained via AVB excitation is (1 M = 1 mol/L) using rhodamine 6G (R6G) as the target analyte, which is 2 orders of magnitude lower than that of LPB excitation (). Meanwhile, the uniformity and reproducibility of the ATNA substrates are examined using Raman mapping and batch-to-batch measurement, respectively, and the Raman enhancement factor is calculated to be . This method of vector light field excitation may be used to improve the SERS performance of the substrates in fields of ultra-sensitive Raman detection.
Photonics Research
2019, 7(12): 12001447
Author Affiliations
Abstract
1 MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions, and Shaanxi Key Laboratory of Optical Information Technology, School of Science, Northwestern Polytechnical University, Xi’an 710129, China
2 e-mail: fjxiao@nwpu.edu.cn
3 e-mail: xuetaogan@nwpu.edu.cn
4 Department of Electronic Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
5 Advanced Computing and Simulation Laboratory (AXL), Department of Electrical and Computer Systems Engineering, Monash University, Clayton, VIC 3800, Australia
6 e-mail: jlzhao@nwpu.edu.cn
We experimentally demonstrate a scheme to deterministically excite a three-dimensionally oriented electric dipole in a single Au nanosphere by using a tightly focused radially polarized beam whose focal field possesses polarization states along three-dimensional (3D) orientations owing to the spatial overlap between longitudinal and radial electric field components. Experiment observations indicate that the orientation of an excited dipole moment gradually changes from out-of-plane to in-plane when the nanosphere is moved away from the beam center, which is reconfirmed by full-wave simulations. Moreover, rigorous calculation based on Mie theory reveals that a reduced effective ambient permittivity accompanies the rotation of the dipole moment, leading to a blue-shifted and narrowed resonance peak. We envision that our results could find applications in detecting the 3D orientation of isolated molecules and benefit the fine manipulation of light–matter interactions at the single-molecule level.
Photonics Research
2019, 7(6): 06000693
1 西北工业大学理学院陕西省光信息技术重点实验室, 陕西 西安 710072
2 西北工业大学理学院超常条件材料物理与化学教育部重点实验室, 陕西 西安 710072
光纤结构光场作为光场调控的一个重要分支,逐渐引起了研究者们的广泛关注。首先基于光纤矢量模式理论,讨论了光纤中具有空间偏振/相位奇异特性的结构光场的产生机理;然后,介绍了光纤结构光场的产生方法,如长周期光纤光栅耦合法、光纤端面微结构法和轨道角动量转换法等;最后,介绍了光纤结构光场在超分辨成像、涡旋光通信、等离子针尖纳米聚焦和非线性频率转换等方面的一些典型应用。
物理光学 光场调控 矢量光场 涡旋光场 模式耦合
Author Affiliations
Abstract
1 MOE Key Laboratory of Material Physics and Chemistry under Extraordinary Conditions and Shaanxi Key Laboratory of Optical Information Technology, School of Science, Northwestern Polytechnical University, Xi’an 710072, China
2 MOE Key Laboratory of Optoelectronic Technology and Systems, Chongqing University, Chongqing 400044, China
3 MOE Key Laboratory of Weak-Light Nonlinear Photonics, TEDA Applied Physics Institute and School of Physics, Nankai University, Tianjin 300457, China
4 e-mail: ting.mei@ieee.org
The synergy of a plasmonic tip and fiber-based structure light field excitation can provide a powerful tool for Raman examination. Here, we present a method of Raman spectrum enhancement with an Ag-nanoparticles (Ag-NPs)-coated fiber probe internally excited via an azimuthal vector beam (AVB), which is directly generated in a few-mode fiber by using an acoustically induced fiber grating. Theoretical analysis shows that gap mode can be effectively generated on the surface of the Ag-NPs-coated fiber probe excited via an AVB. The experimental result shows that the intensity of Raman signal obtained with analyte molecules of malachite green by exciting the Ag-NPs-coated fiber probe via an AVB is approximately eight times as strong as that via the linear polarization beam (LPB), and the activity of the AVB-excited fiber probe can reach 10 11 mol/L, which cannot be achieved by LPB excitation. Moreover, the time stability and reliability are also examined, respectively.
Photonics Research
2019, 7(5): 05000526