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Investigating structural, optoelectronic, and mechanical properties of novel Tungsten-based oxides double-perovskites compounds Sr2XWO6 (X= Mn, Fe): A DFT approach 研究新型钨基氧化物双超微化合物 Sr2XWO6 (X= Mn, Fe) 的结构、光电和机械特性:DFT 方法
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-19 DOI: 10.1016/j.ijleo.2024.172045
Mudasser Husain , Nasir Rahman , Ahmed Azzouz-Rached , Nourreddine Sfina , Muhammad Asad , Akhlaq Hussain , Rashid Ahmad , Rekab-Djabri Hamza , Q. Humayun , Ayesha Samreen , Soufyane Belhachi , Muhammad Uzair , Khamael M. Abualnaja , Ghaida Alosaimi
We employ PF-LAPW (full-potential linear augmented plane-wave) integrated within DFT (density functional theory) for a comprehensive exploration of the structural, optoelectronic, and mechanical properties of novel Tungsten-based oxides double-perovskites compounds Sr2XWO6 (X= Mn, Fe) through the quantum mechanical WIEN2K simulation package. All the computations are done by considering TB-mBJ (Tran-Blaha modified Becke-Johnson potential) and GGA (generalized gradient approximation) as the exchange-correlation potential. The stability and formation of the Sr2XWO6 (X= Mn, Fe) compounds in a cubic structure are validated through structural optimization and the tolerance factor. The analysis of elastic constants and Born-Huang stability criteria predict that the interested oxide double perovskites are ductile, mechanically stable, hard to scratch, anisotropic, and possess a dominant covalent bonding. Both Sr2MnWO6 and Sr2FeWO6 materials are indirect semiconductors with a band gap of 2.05 eV for Sr2FeWO6 and 1.98 eV for Sr2MnWO6 from W-L symmetry points within the 1st Brillouin zone. The small values of band gap and various parameters of optical properties, specifically the broad monotonically increasing absorption spectra, reveal that novel Tungsten-based oxides double-perovskites compounds Sr2XWO6 (X= Mn, Fe) exhibit great potential for optoelectronic properties.
我们采用集成在 DFT(密度泛函理论)中的 PF-LAPW(全电位线性增强平面波),通过量子力学 WIEN2K 仿真软件包对新型钨基氧化物双超微化合物 Sr2XWO6(X=锰、铁)的结构、光电和机械特性进行了全面探索。所有计算均采用 TB-mBJ(Tran-Blaha 修正贝克-约翰逊势)和 GGA(广义梯度近似)作为交换相关势。通过结构优化和公差因子验证了立方结构中 Sr2XWO6(X=锰、铁)化合物的稳定性和形成。通过对弹性常数和 Born-Huang 稳定性标准的分析,可以预测这些感兴趣的氧化物双包晶具有韧性、机械稳定性、难划伤性、各向异性,并且具有主要的共价键。Sr2MnWO6 和 Sr2FeWO6 材料都是间接半导体,从第一布里渊区内的 W-L 对称点看,Sr2FeWO6 的带隙为 2.05 eV,Sr2MnWO6 为 1.98 eV。较小的带隙值和各种光学特性参数,特别是宽广的单调递增吸收光谱,揭示了新型钨基氧化物双超微化合物 Sr2XWO6(X= Mn、Fe)在光电特性方面的巨大潜力。
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引用次数: 0
Exploration of laser-assisted chemical bath for enhancing synthesis of undoped and nickel-doped zinc oxide and its potential applications in water purification and mitigating antimicrobial resistance 探索激光辅助化学浴促进未掺杂和掺镍氧化锌的合成及其在水净化和减轻抗菌性方面的潜在应用
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-19 DOI: 10.1016/j.ijleo.2024.172046
Samer H. Zyoud , Samer O. Alalalmeh , Omar E. Hegazi , Jamil H. Alami , Che Azurahanim Che Abdullah , I.S. Yahia , Nageeb Hassan , Akram Ashames , H.Y. Zahran , Samir Haj Bloukh , Moyad Shahwan , Ahed H. Zyoud , Ammar Abdulrahman Jairoun , Naser Qamhieh
This study aims to explore the antimicrobial and photocatalytic efficiencies of pure and Ni-doped ZnO nanostructures produced via Laser-assisted Chemical Bath Synthesis (LACBS) to develop sustainable solutions for water treatment and pathogen control amid the global water crisis exacerbated by climate change and environmental pollution. Utilizing zinc acetate dihydrate and hexamethylenetetramine, the nanostructures were synthesized with Ni doping levels of 0.0 %, 1.5 %, 3.0 %, and 4.5 %, targeting their promising photocatalytic and antimicrobial properties to combat contaminants from pharmaceuticals, agriculture, and industries. Morphological analyses using Scanning Electron Microscopy showed a transition from hexagonal particles to nanoflowers, enhancing photocatalytic activity due to increased surface-to-volume ratio. X-ray Diffraction confirmed the hexagonal wurtzite structure, with variations in peak intensities indicating improved crystallinity with Ni doping. Energy Dispersive X-ray analysis verified the purity and successful incorporation of Ni. Photocatalytic assessments indicated up to 99.24 % degradation of Methylene Orange dye under blue laser irradiation within 60 minutes, correlating with Ni content. Antimicrobial tests demonstrated effective inhibition of pathogens such as Escherichia coli, Staphylococcus aureus, and additional strains like Candida albicans and Klebsiella pneumonia, with increasing zones of inhibition corresponding to higher Ni levels, extending up to 37 mm. The results underscore the dual functionality of ZnO nanostructures for applications in sustainable water treatment and antimicrobial controls, highlighting the need for future studies to examine the impacts of further increased doping concentrations on the material properties and efficacy.
本研究旨在探索通过激光辅助化学浴合成(LACBS)技术制备的纯氧化锌和掺镍氧化锌纳米结构的抗菌和光催化效率,从而在气候变化和环境污染加剧的全球水危机中,为水处理和病原体控制开发可持续的解决方案。利用二水醋酸锌和六亚甲基四胺,合成了掺杂水平分别为 0.0%、1.5%、3.0% 和 4.5% 的镍纳米结构,这些纳米结构具有良好的光催化和抗菌性能,可用于对抗制药、农业和工业污染物。使用扫描电子显微镜进行的形态分析表明,六角形颗粒向纳米花过渡,由于表面体积比增加,光催化活性增强。X 射线衍射证实了六方菱形结构,峰强度的变化表明掺入镍后结晶度提高。能量色散 X 射线分析证实了镍的纯度和成功掺入。光催化评估表明,在蓝色激光照射下,60 分钟内亚甲基橙染料的降解率高达 99.24%,这与镍含量有关。抗菌测试表明,该产品能有效抑制大肠杆菌、金黄色葡萄球菌等病原体以及白色念珠菌和肺炎克雷伯氏菌等其他菌株,镍含量越高,抑制区越大,最大可达 37 毫米。这些结果突出了氧化锌纳米结构在可持续水处理和抗菌控制应用中的双重功能,强调了今后研究进一步提高掺杂浓度对材料特性和功效影响的必要性。
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引用次数: 0
Conservation laws of a generalized model for propagation pulses with four power nonlinearities 具有四种功率非线性的传播脉冲广义模型的守恒定律
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-18 DOI: 10.1016/j.ijleo.2023.170797
Nikolay A. Kudryashov
A generalized model for propagation pulses with four power nonlinearities is considered. The equation studied is the generalization of some well-known models and allows us to evaluate the influence of various processes on pulse propagation. The three conservation laws of the equation are found. The equation does pass not the Painlevé test and the Cauchy problem cannot be solved by the inverse scattering transform. Analytical solutions of the generalized nonlinear Schrödinger equation are found taking into account the traveling wave reduction. Optical solitons corresponding to the mathematical model are given. Conservative quantities for the bright optical soliton are calculated.
研究考虑了具有四个功率非线性的传播脉冲的通用模型。所研究的方程是对一些著名模型的概括,使我们能够评估各种过程对脉冲传播的影响。我们发现了该方程的三个守恒定律。该方程没有通过 Painlevé 检验,Cauchy 问题也无法通过反散射变换求解。考虑到行波还原,找到了广义非线性薛定谔方程的解析解。给出了与数学模型相对应的光学孤子。计算了明亮光学孤子的保守量。
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引用次数: 0
Generation of conventional and reflective photonic nanojets and improving intensity enhancement with their superposition 生成传统和反射式光子纳米射流,并通过它们的叠加改善强度增强效果
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-18 DOI: 10.1016/j.ijleo.2024.172047
Anamika Sharma, Arya Kumar Siddharth, Venkata Ramanaiah Dantham

Herein, we report the theoretical investigation on photonic nanojets (PNJs) of substrate-supported single-spherical dielectric microparticles. Conventional and reflective PNJs (CPNJs and RPNJs) are observed in the case of metal and dielectric substrates. The dependence of the maximum electric field intensity enhancement (ηmax) of the CPNJs and RPNJs on the nanogap between the metal substrate and dielectric microsphere, the metal substrate's refractive indices, and the incident light's wavelength is studied. More importantly, the spatial separation between the CPNJs and RPNJs is found to be strongly dependent upon the angle of incidence (θ). A significant improvement in the EFIE is observed for the grazing incidence upon the superposition of CPNJ and RPNJ. The theoretical investigation is also performed by replacing the metal substrate with a dielectric substrate, and the results obtained are reported here for comparison. Finally, this investigation is extended for the dielectric microsphere placed on a thin metal film deposited on a dielectric substrate and studied the role of θ on the characteristic parameters of the CPNJs and RPNJs.

在此,我们报告了对基底支持的单球形介电微粒的光子纳米射流(PNJs)的理论研究。在金属和电介质基底上观察到了传统的和反射的光子纳米射流(CPNJs 和 RPNJs)。研究了 CPNJs 和 RPNJs 的最大电场强度增强(ηmax)与金属基底和介质微球之间的纳米间隙、金属基底的折射率以及入射光波长的关系。更重要的是,研究发现 CPNJ 和 RPNJ 之间的空间间隔与入射角 (θ) 密切相关。在掠入射情况下,当 CPNJ 和 RPNJ 叠加时,EFIE 有明显改善。理论研究还将金属基底替换为电介质基底,得出的结果在此进行比较。最后,这项研究扩展到介质基底上沉积的金属薄膜上的介质微球,并研究了 θ 对 CPNJ 和 RPNJ 特性参数的作用。
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引用次数: 0
Tailoring the morphological, optical, electrical, and random lasing properties of ZnO nanorods synthesized on metal surfaces for biosensor applications 定制在金属表面合成的氧化锌纳米棒的形态、光学、电学和随机发光特性,用于生物传感器应用
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-18 DOI: 10.1016/j.ijleo.2024.172044
Abdullah Abdulhameed , Mohd Mahadi Halim , Qasem Ahmed Drmosh , Yaqub Mahnashi , Wan Maryam Wan Ahmad Kamil , Atiqah Nabieha Azmi
Laser-based sensors are taking over their counterparts, fluorescence-based sensors, in the field of bioengineering and space communication due to their high amplification, narrow emission beam, low signal-to-noise ratio, and nonlinearity. In this work, we investigated the chemical growth of ZnO nanorods on different metal surfaces (Au, Pt, Ti, and Al) to serve as random laser mediums. Different analytical techniques were used to investigate the optical, electrical, and morphological properties of the fabricated devices. A lasing threshold of 27.68 mJ/cm² with a spectral width of 2.18 nm centered at 385.06 nm is observed when Ti is used as the growth surface. Al surface produces ZnO nanorods with a lasing threshold of 24.21 mJ/cm² and a spectral width of 1.81 nm. Growing ZnO nanorods on metal surfaces using the chemical bath deposition method paves the way for fabricating different random lasing-based biosensors.
在生物工程和空间通信领域,激光传感器因其高放大率、窄发射光束、低信噪比和非线性等优点,正在取代荧光传感器。在这项工作中,我们研究了氧化锌纳米棒在不同金属表面(金、铂、钛和铝)上作为随机激光介质的化学生长。我们采用了不同的分析技术来研究制造出的器件的光学、电学和形态学特性。当使用钛作为生长表面时,观察到的激光阈值为 27.68 mJ/cm²,光谱宽度为 2.18 nm,中心波长为 385.06 nm。铝表面产生的氧化锌纳米棒的激光阈值为 24.21 mJ/cm²,光谱宽度为 1.81 nm。利用化学浴沉积法在金属表面生长氧化锌纳米棒为制造不同的基于随机激光的生物传感器铺平了道路。
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引用次数: 0
Broadband self-isolating MIMO antenna array for 6G IoT systems 用于 6G 物联网系统的宽带自隔离 MIMO 天线阵列
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-17 DOI: 10.1016/j.ijleo.2024.172042
S. Samson Geoffrey, Saravanan Krishnan

A novel antenna array with improved radiation characteristics using a series-feed technique is presented in this article. The antenna array has a size of 132 × 80 μm and is developed using Polytetrafluoroethylene (PTFE) with graphene as conductive material. The proposed antenna comprises a central microstrip line loaded with short slant radiating stubs. The bandwidth characteristics of the antenna are enhanced by loading the slant stubs with octagonal ring elements. The number of radiating stubs is increased to enhance the overall radiation characteristics. The proposed THz antenna operates from 3.8 THz to 5.3 THz offering a fractional bandwidth of 31 % with reference |S11| ≤ −10 dB. In addition, a 1 × 2 antenna array with differential feeding is explored to improve the overall directionality of the antenna making it a viable solution for directional IoT systems. The estimated theoretical directivity is above 11 dBi and the total efficiency is greater than 75 % throughout the operating bandwidth. Furthermore, the multiple input and multiple output (MIMO) performance of the THz antenna is discussed. The proposed two-element has an intrinsic isolation of more than 40 dB. Owing to the enhanced bandwidth and radiation property, the proposed THz antenna is suitable for high data-rate 6 G Internet-of-things (IoT) communications.

本文介绍了一种利用串联馈电技术改善辐射特性的新型天线阵。天线阵列的尺寸为 132 × 80 μm,采用聚四氟乙烯(PTFE)和石墨烯作为导电材料。拟议的天线包括一条中央微带线,上面装有短斜辐射短路。天线的带宽特性可通过在斜向辐射存根上加载八角环元件而得到增强。增加辐射存根的数量可增强整体辐射特性。该太赫兹天线的工作频率为 3.8 THz 至 5.3 THz,参考带宽为 31%,|S11| ≤ -10 dB。此外,还探索了一种具有差分馈电功能的 1 × 2 天线阵列,以改善天线的整体指向性,使其成为定向物联网系统的可行解决方案。估计的理论指向性超过 11 dBi,整个工作带宽内的总效率超过 75%。此外,还讨论了太赫兹天线的多输入多输出(MIMO)性能。所提出的双元件内在隔离度超过 40 dB。由于带宽和辐射特性的增强,所提出的太赫兹天线适用于高数据速率的 6 G 物联网(IoT)通信。
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引用次数: 0
A closely spaced dual band polarization insensitive FSS for 5G applications 用于 5G 应用的紧密间隔双波段极化不敏感 FSS
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-16 DOI: 10.1016/j.ijleo.2024.172040
Sibel Ünaldı , Nigar Berna Teşneli̇
This study presents a novel single layer Frequency Selective Surface (FSS) for fifth generation (5G) applications with a polarization independent closely spaced dual band response. The proposed design consists of four split ring apertures etched on a square patch printed on a RT5880 dielectric substrate. The FSS has two stop-bands at 24.78 GHz and 28 GHz center frequencies with attenuations around 55 dB. The S21<−10 dB bandwidths (BW) of these bands are 14.48 % and 9.25 %, respectively and these closely spaced bands succeed 1.13 frequency ratio. It shows a stable frequency response for both TE and TM polarizations. Furthermore, the FSS represents a single layered and quite thin (thickness 0.042λl) structure with its unit cell size (0.70λl × 0.70λl, where λl is the free-space wavelength at lower frequency). The novelty of the presented FSS is not only achieving a small closely spaced band ratio in the mmWave band and exhibiting polarization insensitivity but also providing these features with a simple geometry and, uncomplicated single layer structure. The simulation results were confirmed by well accordant measurement results. All these results make the presented FSS a good candidate for 5G electromagnetic interference (EMI) shielding applications.
本研究为第五代(5G)应用提出了一种新型单层频率选择表面(FSS),它具有偏振无关的紧密间隔双频响应。所提出的设计包括在 RT5880 介质衬底上印刷的方形贴片上蚀刻四个分割环形孔。FSS 在 24.78 GHz 和 28 GHz 中心频率上有两个阻带,衰减量约为 55 dB。这些频带的 S21<-10 dB 带宽 (BW) 分别为 14.48 % 和 9.25 %,这些紧密间隔的频带成功地实现了 1.13 的频率比。对于 TE 和 TM 极化,它都显示出稳定的频率响应。此外,FSS 是一种单层、相当薄(厚度为 0.042λl)的结构,其单元尺寸为 0.70λl × 0.70λl,其中 λl 为低频时的自由空间波长。这种 FSS 的新颖之处不仅在于在毫米波频段实现了较小的紧密间隔频带比并表现出极化不敏感性,而且还以简单的几何形状和不复杂的单层结构提供了这些特性。仿真结果得到了测量结果的证实。所有这些结果使所介绍的 FSS 成为 5G 电磁干扰(EMI)屏蔽应用的理想候选器件。
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引用次数: 0
TB-mBJ for doping concentration effects on magneto-optical properties in ZnMnxSn(1−x)As2 spintronics materials 掺杂浓度对 ZnMnxSn(1-x)As2 自旋电子材料磁光特性影响的 TB-mBJ
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-16 DOI: 10.1016/j.ijleo.2024.172039
Anuj Kumar , Aman Kumar , Parveen Jain , Sandeep Kumar Pundir , Nempal Singh

An investigation for electronic, magnetic, and optical properties of Mn-doped ZnSnAs2 compound performed using advanced computational methods. Using spin-polarized density functional theory (DFT) calculations with local orbital linearized augmented plane wave (lo-LAPW) method and Tran–Blaha’s modified Becke–Johnson (TB-mBJ) functional, Mn-doped n-type chalcopyrite semiconductor ZnMnxSn(1x)As2, studied within varying Mn doping concentration range 0x0.5. Doping of Mn to Sn site in pure ZnSnAs2 creates a strong spin effect, which makes it useful spintronic materials. We observed with increase the Mn concentration in ZnSnAs2, energy bandgap changes while the magnetic strength of the unit cell remains unchanged, showing stability of system’s magnetism. Optical properties of the Mn doped ZnSnAs2 compounds analysed in term of dielectric function, absorption spectra, and refractive index. Optical properties show, compound is optically low active in the Infrared (IR) region and more active in visible and ultraviolet (UV) region. The electronic and optical properties of Mn-doped ZnSnAs2, offer potential technological advancements in semiconductor device design technology and engineering.

利用先进的计算方法对掺锰 ZnSnAs2 化合物的电子、磁性和光学特性进行了研究。利用局部轨道线性化增强平面波(lo-LAPW)方法和 Tran-Blaha's modified Becke-Johnson (TB-mBJ) 函数的自旋极化密度泛函理论(DFT)计算,研究了掺锰的 n 型黄铜矿半导体 ZnMnxSn(1-x)As2,掺锰浓度范围为 0≤x≤0.5。在纯 ZnSnAs2 中的锡位点掺入锰会产生强烈的自旋效应,从而使其成为有用的自旋电子材料。我们观察到,随着 ZnSnAs2 中锰浓度的增加,能带隙会发生变化,而单位晶胞的磁强度保持不变,这表明了系统磁性的稳定性。通过介电函数、吸收光谱和折射率分析了掺锰 ZnSnAs2 化合物的光学特性。光学特性表明,该化合物在红外(IR)区域的光学活性较低,而在可见光和紫外(UV)区域的活性较高。掺锰 ZnSnAs2 的电子和光学特性为半导体器件设计技术和工程提供了潜在的技术进步。
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引用次数: 0
Averaging fractional Fourier domains for background noise removal applied to digital lensless holographic microscopy 应用于数字无透镜全息显微镜的去除背景噪声的平均分数傅立叶域
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-12 DOI: 10.1016/j.ijleo.2024.172035
Carlos Trujillo , René Restrepo , Jorge Garcia-Sucerquia

A background noise removal method based on averaging fractional Fourier domains is presented. The method is applied to Digital Lensless Holographic Microscopy (DLHM) intensity reconstructions, where the background is perturbed by the weak yet detrimental presence of information of the twin image. A set of fractional Fourier domains of a DLHM intensity reconstruction is computed and thereafter averaged leading to a sensible reduction of the background noise and, therefore, an increase in the overall contrast of the resulting image. The maximum reach of the fractional rotations used in the method is determined by measuring the spatial resolution in a regular star test target such that the spatial resolution is kept within the span of interest for a given application. The set of images to be averaged is composed of fractional rotations of the original intensity reconstruction that are smaller than the previously determined maximum reach. The number of fractional rotations that are finally averaged is determined by the sought increase in the contrast of the resulting image. Experimental samples of micrometer-sized objects and an intricate biological specimen have been used to validate the proposal.

本文介绍了一种基于分数傅里叶域平均的背景噪声去除方法。该方法适用于数字无透镜全息显微镜(DLHM)的强度重建,在这种情况下,背景会受到孪生图像信息微弱但有害的干扰。DLHM 强度重建的一组分数傅里叶域被计算出来,然后进行平均,从而显著降低了背景噪音,并因此提高了所得图像的整体对比度。该方法中使用的分数旋转的最大范围是通过测量常规星形测试目标的空间分辨率来确定的,从而使空间分辨率保持在特定应用所需的范围内。待平均的图像集由小于先前确定的最大范围的原始强度重建的分数旋转组成。最终平均化的分数旋转数取决于所生成图像对比度的增加。微米大小物体和复杂生物样本的实验样本已用于验证该建议。
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引用次数: 0
SRARDA: A lightweight adaptive residual dense attention generative adversarial network for image super-resolution SRARDA:用于图像超分辨率的轻量级自适应残差密集注意力生成对抗网络
IF 3.1 3区 物理与天体物理 Q2 Engineering Pub Date : 2024-09-11 DOI: 10.1016/j.ijleo.2024.172034
Xin Yang, Chaming Hong, Tingyu Xia

Image super-resolution (SR) is the task of inferring a high resolution (HR) image from one/multiple single low resolution (LR) input(s). Traditional networks are evaluated by pixel-level metrics such as Peak-Signal-to-Noise Ratio (PSNR) etc., which do not always align with human perception of image quality. They often produce excessively smooth images that lack high-frequency texture and appear unnatural. Therefore, in this paper, we propose a lightweight adaptive residual dense attention generative adversarial network (SRARDA) for image SR. Firstly, our generator adopts the residual in residual (RIR) structure but redesigns the basic module. By using dynamic residual connection (ARC) to dynamically adjust the importance of residual and main paths, we design a novel adaptive residual dense attention block (ARDAB) that enhances the feature extraction capability of the generator. In addition, we build a high-frequency filtering unit (HFU) to extract more high-frequency features from the LR space. Finally, to fully utilize the discriminator, we use WGAN to compute the difference between the HR image and the reconstructed image. Experiments demonstrate that SRARDA effectively addresses the issue of excessive smoothing in reconstructed images, while also enhancing visual quality.

图像超分辨率(SR)是指从一个/多个单个低分辨率(LR)输入推断出高分辨率(HR)图像的任务。传统网络通过像素级指标(如峰值信噪比(PSNR)等)进行评估,这些指标并不总是符合人类对图像质量的感知。它们生成的图像往往过于平滑,缺乏高频纹理,显得不自然。因此,我们在本文中提出了一种用于图像 SR 的轻量级自适应残差密集注意力生成对抗网络(SRARDA)。首先,我们的生成器采用残差中的残差(RIR)结构,但重新设计了基本模块。通过使用动态残差连接(ARC)来动态调整残差路径和主路径的重要性,我们设计了一个新颖的自适应残差密集注意力模块(ARDAB),增强了生成器的特征提取能力。此外,我们还建立了一个高频滤波单元(HFU),以便从 LR 空间提取更多的高频特征。最后,为了充分利用鉴别器,我们使用 WGAN 计算 HR 图像与重建图像之间的差异。实验证明,SRARDA 能有效解决重建图像过度平滑的问题,同时还能提高视觉质量。
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