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Assorted Image Processing Techniques for Retinal OCT in Glaucoma Detection 视网膜OCT在青光眼检测中的综合图像处理技术
Pub Date : 2020-11-21 DOI: 10.2139/ssrn.3734796
N. Krishna, Dr Nagamani K
This research is focused on image processing techniques for automatic detection of glaucoma in Retinal Optical Image Coherence Tomography. In the recent year, the interest on the automated glaucoma diagnosis techniques using the image processing techniques are exploding at an optimal rate which may help in the early diagnosis of the patients to recover from the permanent blindness. The manual diagnosis process for glaucoma detection within the medical community is tedious and time-consuming process that is susceptible to error. On the contrary image processing-based algorithms in constituent to deep learning can give better computation possibility in a trustworthy manner. The primary objective of the proposed research is to define proper image pre-processing techniques that aid in the process of the diagnosis. The aim is to aid in glaucoma detection by proposing image processing techniques to process the Optical Coherence Tomography images of the retina. The saturation removal technique is used for the intensity correction with histogram equalization of flattening the images. Resizing, filtering, and argumentation is also proposed in this research as possible image processing techniques. To show the generalized nature of the proposed approach, pre-processing techniques are employed on the OCT images which resulted in good results.
本研究的重点是在视网膜光学图像相干断层扫描中自动检测青光眼的图像处理技术。近年来,人们对利用图像处理技术的青光眼自动诊断技术的兴趣正以最佳的速度增长,这可能有助于患者的早期诊断,从而从永久失明中恢复过来。目前医学界对青光眼的人工诊断过程繁琐、耗时且容易出错。相反,基于图像处理的深度学习算法可以提供更好的可信计算可能性。提出的研究的主要目的是定义适当的图像预处理技术,以帮助诊断过程。目的是通过提出图像处理技术来处理视网膜的光学相干断层扫描图像,以帮助青光眼检测。利用直方图均衡化的方法,利用饱和度去除技术对图像进行强度校正。在本研究中,还提出了调整大小、滤波和论证作为可能的图像处理技术。为了显示该方法的泛化性,对OCT图像采用了预处理技术,取得了良好的效果。
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引用次数: 1
Spatial Lithium Quantification by Backscattered Electron Microscopy Coupled with Energy-Dispersive X-Ray Spectroscopy 后向散射电子显微镜与能量色散x射线光谱耦合的空间锂定量研究
Pub Date : 2020-11-20 DOI: 10.2139/ssrn.3734077
J. Österreicher, C. Simson, Alexander Großalber, Simon Frank, S. Gneiger
Abstract The quantification of lithium in electron microscopes by energy-dispersive X-ray spectroscopy (EDS) is highly challenging due to the low energy of the characteristic X-rays. Only special windowless detectors can detect Li, yet the sensitivity is suboptimal (i.e., ~20 wt. %). We introduce the use of quantitative backscattered electron microscopy in combination with measurements using a standard EDS sensor to achieve spatially resolved quantification of Li. The method is demonstrated using two Mg-Li alloys with 4 and 20 wt. % Li and good accuracy with a deviation of only ~1.2 wt. % and ~2.5 wt. %, respectively, is achieved.
摘要:由于特征x射线的能量较低,利用能量色散x射线能谱(EDS)在电子显微镜下定量锂具有很大的挑战性。只有特殊的无窗检测器才能检测到Li,但灵敏度是次优的(即~ 20wt . %)。我们介绍了使用定量背散射电子显微镜结合测量使用标准的EDS传感器来实现空间分辨定量的锂。用两种含锂量分别为4 wt. %和20 wt. %的Mg-Li合金对该方法进行了验证,获得了良好的准确度,偏差分别仅为~1.2 wt. %和~2.5 wt. %。
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引用次数: 5
Enhancing Strength-Ductility Synergy of a Co-Free Complex-Concentrated Alloy Via Tailored Multi-Heterogeneous Microstructure 通过定制多相组织增强无共钴络合浓缩合金的强度-延性协同作用
Pub Date : 2020-11-20 DOI: 10.2139/ssrn.3734071
Jiantao Fan, Yanle Sun, L. Fu, Xin-bo Ji, J. Peng, Pengfei Yu, Feng Xu, Wei Wang, G. Li, M. Wen, A. Shan
The development of high-performance alloys with excellent strength-ductility synergy is a long-lasting research theme for materials science community, which also holds for the newly emerged complex-concentrated alloys (CCAs). Here, a multi-heterogeneous microstructure: featuring a multiscale grain distribution involving recrystallized ultrafine and fine grains mixed with unrecrystallized coarse grains, and high-content L1 2 nanoprecipitates, was intentionally introduced into a Co-free CCA through appropriate thermomechanical processing strategy. As such, the hetero-deformation induced (HDI) hardening and precipitation strengthening were co-effectively used, resulting in a high yield strength of 1.2 GPa, and an ultimate tensile strength of 1.4 GPa with exceptional uniform elongation of ~17.6%. The strength-ductility synergy of the multi-hetero microstructure was much enhanced over its precipitate-strengthened counterparts without heterogenous grains. We demonstrated that the high yield strength is mainly due to both the precipitate strengthening from nanoprecipitates and HDI strengthening from heterogeneous grains distribution. Benefiting from the structurally incompatible deformation accompanying with copious geometrically necessary dislocations near the hetero-interfaces, such multi-hetero microstructure revealed a distinctive up-turn strain hardening behavior due to the HDI hardening upon straining, and thus delayed the onset of plastic instability. Particularly, the unique lamellar-like distribution between recrystallized fine and ultrafine grains with high density of interfaces could effectively induce massive HDI hardening during deformation. The processing strategy described here is relatively simple and desirable for large scale process in modern industry at an economic cost.
开发具有优异强度-延性协同作用的高性能合金是材料科学界长期以来的研究主题,对于新出现的复杂浓缩合金(CCAs)也是如此。通过适当的热机械加工策略,将具有多尺度晶粒分布的多非均相微观结构(包括再结晶的超细晶粒和未再结晶的粗晶粒混合)和高含量的L1 - 2纳米沉淀物引入无co的CCA中。因此,异质变形诱导(HDI)硬化和沉淀强化有效地结合在一起,获得了高达1.2 GPa的屈服强度和1.4 GPa的极限抗拉强度,均匀伸长率达到了~17.6%。与无异质晶粒的析出强化相相比,多异质显微组织的强度-塑性协同效应显著增强。研究表明,高屈服强度主要是由于纳米沉淀物的析出相强化和非均匀晶粒分布的HDI强化。由于异质界面附近存在结构不相容的变形和大量几何上必需的位错,这种多异质微观结构在应变时由于HDI硬化而表现出明显的向上应变硬化行为,从而延迟了塑性不稳定的发生。特别是,再结晶细晶粒和超细晶粒之间独特的片状分布和高密度的界面,可以有效地诱导变形过程中的大量HDI硬化。本文所述的加工策略相对简单,适合现代工业的大规模加工,且成本较低。
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引用次数: 0
In Vivo Regeneration of Rat Laryngeal Cartilage with Mesenchymal Stem Cells Derived from Human Induced Pluripotent Stem Cells Via Neural Crest Cells 人多能干细胞间充质干细胞经神经嵴细胞在体内再生大鼠喉软骨
Pub Date : 2020-11-19 DOI: 10.2139/ssrn.3733569
Masayoshi Yoshimatsu, Hiroe Ohnishi, Chengzhu Zhao, Yasuyuki Hayashi, Fumihiko Kuwata, S. Kaba, Hideaki Okuyama, Yoshitaka Kawai, Nao Hiwatashi, Yo Kishimoto, T. Sakamoto, M. Ikeya, K. Omori
The laryngotracheal cartilage is a cardinal framework for the maintenance of the airway for breathing, which occasionally requires reconstruction. Because hyaline cartilage has a poor intrinsic regenerative ability, various regenerative approaches have been attempted to regenerate laryngotracheal cartilage. The use of autologous mesenchymal stem cells (MSCs) for cartilage regeneration has been widely investigated. However, long-term culture may limit proliferative capacity. Human-induced pluripotent stem cell-derived MSCs (iMSCs) can circumvent this problem due to their unlimited proliferative capacity. This study aimed to investigate the efficacy of iMSCs in the regeneration of thyroid cartilage in immunodeficient rats. Herein, we induced iMSCs through neural crest cell intermediates. For the relevance to prospective future clinical application, induction was conducted under xeno-free/serum-free conditions. Then, clumps fabricated from an iMSC/extracellular matrix complex (C-iMSC) were transplanted into thyroid cartilage defects in immunodeficient rats. Histological examinations revealed cartilage-like regenerated tissue and human nuclear antigen (HNA)-positive surviving transplanted cells in the regenerated lesion. HNA-positive cells co-expressed SOX9, and type II collagen was identified around HNA-positive cells. These results indicated that the transplanted C-iMSCs promoted thyroid cartilage regeneration and some of the iMSCs differentiated into chondrogenic lineage cells. Induced MSCs may be a promising candidate cell therapy for human laryngotracheal reconstruction.
喉气管软骨是维持气道呼吸的基本框架,偶尔需要重建。由于透明软骨本身的再生能力较差,人们尝试了各种再生方法来再生喉气管软骨。自体间充质干细胞(MSCs)用于软骨再生已被广泛研究。然而,长期培养可能会限制增殖能力。人类诱导的多能干细胞衍生的间充质干细胞(iMSCs)由于其无限的增殖能力可以避免这个问题。本研究旨在探讨骨髓间充质干细胞在免疫缺陷大鼠甲状腺软骨再生中的作用。本研究通过神经嵴细胞中间体诱导间充质干细胞。为了与未来的临床应用相关,在无xeno /无血清的条件下进行诱导。然后,将iMSC/细胞外基质复合物(C-iMSC)制备的团块移植到免疫缺陷大鼠甲状腺软骨缺损中。组织学检查显示再生病灶内有软骨样再生组织和人核抗原(HNA)阳性的移植存活细胞。hna阳性细胞共表达SOX9,在hna阳性细胞周围发现II型胶原。这些结果表明,移植的C-iMSCs促进了甲状腺软骨的再生,部分iMSCs分化为软骨谱系细胞。诱导间充质干细胞可能是一种很有前途的用于人喉气管重建的候选细胞疗法。
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引用次数: 14
An Organic Polymer with a Bifunctional Electrocatalytic Activity in Oxygen Reactions 在氧反应中具有双官能团电催化活性的有机聚合物
Pub Date : 2020-11-18 DOI: 10.2139/ssrn.3733159
S. Kaviani, Elham Tavakoli, J. Dai, Xiaoxing Zeng, S. Nejati
Thin films of polymer from 3,4-ethylenedithiathiophene (EDTT) were synthesized using oxidative chemical vapor deposition (oCVD). The synthesized materials were electrochemically active and revealed bifunctional electrocatalytic activities, catalyzing oxygen reduction and evolution reactions, with the onset potentials of 0.87 V and 1.72 V vs reversible hydrogen electrode (RHE), respectively. Density functional theory (DFT) calculations revealed that the carbon atoms, adjacent to the heteroatom in the thiophene ring, are the catalytic sites. We applied a thin-film of PEDTT onto a gas diffusion layer fabric to create an air-cathode for integration into the architecture of rechargeable zinc-air batteries.
采用氧化化学气相沉积(oCVD)法制备了3,4-乙二噻吩(EDTT)聚合物薄膜。合成的材料具有良好的电化学活性,具有双功能电催化活性,可催化氧还原和析出反应,对可逆氢电极(RHE)的起始电位分别为0.87 V和1.72 V。密度泛函理论(DFT)计算表明,噻吩环中紧邻杂原子的碳原子是催化位点。我们将pett薄膜应用于气体扩散层织物上,创造了一个空气阴极,用于集成到可充电锌空气电池的结构中。
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引用次数: 0
Subsolidus Structure of the ZnO–SrO–Al 2O 3–SiO 2 System as a Base for Designing Radiotransparent Ceramics zno - sro - al_2o_3 - sio2体系的亚固相结构作为设计放射性透明陶瓷的基础
Pub Date : 2020-11-11 DOI: 10.15587/1729-4061.2020.217009
E. Fedorenko, G. Lisachuk, M. Prytkina, R. Kryvobok, A. Zakharov
Designing new materials with unique properties requires scientifically substantiated approaches to problem-solving. Applying a physical-chemical analysis of oxide systems to devise the formulation for a material makes it possible to determine the conditions of phase formation and assess the manufacturability of compositions. Given the enormous number of experiments required to build the state diagrams of multi-component oxide systems, the physical-chemical modeling is the most appropriate method to study their structure. This paper substantiates the selection of the basic oxide system ZnO‒SrO‒Al 2 O 3 ‒SiO 2 to design radio-transparent ceramics and reports the results of studying its subsolidus structure using modern data on splitting the system into elementary volumes. The main geometric-topological characteristics of the system's internal tetrahedra have been defined and analyzed; the minimum temperatures for melt occurrence have been calculated, as well as the eutectic compositions. To design radio-transparent ceramics with a predefined level of dielectric characteristics (e<10, tgd<10 -2 ), a region of the formulations has been selected within the tetrahedron SiO 2 –ZnAl 2 O 4 –ZnSiO 4 –SrAl 2 Si 2 O 8 concentrations, which ensure the synthesis of the target phases of willemite and strontium anorthite. By using the new data, heat-resistant polyphase ceramics have been obtained, whose dielectric characteristics (e=5.98‒8.96; tgd=0.004‒0.008) meet the requirements for radio transparent materials. The optimal ratio of phases (ZnSiO 4 :SrAl 2 Si 2 O 8= 1:1) has been established, which makes it possible to reduce dielectric permeability (e=5.98) and minimize dielectric losses (tgd=0.004). Scanning electron microscopy and X-ray analysis were used to determine the structural and phase features of the new ceramic materials
设计具有独特性能的新材料需要有科学依据的方法来解决问题。应用氧化物系统的物理化学分析来设计材料的配方,可以确定相形成的条件并评估组合物的可制造性。考虑到构建多组分氧化体系的状态图需要大量的实验,物理化学建模是研究其结构最合适的方法。本文证实了选择zno - sro - al2o3 - sio2碱性氧化物体系来设计放射性透明陶瓷,并报道了利用现代数据将该体系分解成初等体积研究其亚固体结构的结果。定义并分析了系统内四面体的主要几何拓扑特征;计算了熔体发生的最低温度以及共晶成分。为了设计具有预定介电特性水平(e<10, tgd<10 -2)的无线电透明陶瓷,在四面体sio2 - znsio4 - znsio4 - sral2si2o8浓度范围内选择了配方区域,以确保钛矿和锶钙长石目标相的合成。利用这些新数据,获得了介电特性(e=5.98 ~ 8.96;Tgd = 0.004-0.008)符合无线电透明材料的要求。确定了最佳相比(znsio4: sral2si2o8 = 1:1),可以降低介质渗透率(e=5.98),使介质损耗(tgd=0.004)最小化。利用扫描电子显微镜和x射线分析确定了新型陶瓷材料的结构和物相特征
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引用次数: 0
Analysis of Dynamic Characteristics of the Inverter Operating on a Complex Load 复杂负载下逆变器动态特性分析
Pub Date : 2020-10-31 DOI: 10.15587/1729-4061.2020.215145
E. Vereschago, V. Kostiuchenko, S. Novogretskyi
A simulation model of a converter with soft switching of transistors has been created. New calculation methods and means of measuring the equivalent frequency characteristics of converting devices with negative feedback to the problems of stability analysis have been applied. A comparative analysis of the calculated frequency characteristics of the converter in the normal operation mode with the characteristics of its linear model is presented. The features of calculating the equivalent frequency characteristics of the loop amplification of key devices are considered. It is noted that it is the equivalent frequency characteristics of the loop amplification that describe the relationship of frequency properties with the dynamics of voltage converters with pulse-width modulation and make it possible to reliably determine the real stability margins, predict the generation modes and open up the possibility of obtaining maximum negative feedback in a given frequency band of key devices. The non-minimal phase properties of the converter significantly complicate the achievement of high-quality stabilization of the output current (stabilization coefficient) of pulse stabilizers using only the deflection control principle. A successful solution to the problem is provided by the use of the principle of combined control. Compensation of the disturbance effect (changes in the supply voltage) gives a much better result than countering it through the feedback loop. It is quite realistic to exclude the influence of the input voltage u ( t ) on the output current i 2 in a static mode ( u =const) and in the absence of a negative feedback loop, which provides  for u =const in a steady state, and to provide better dynamic properties of the converter. The influence of the nonlinear properties of pulse width modulation on stability is manifested in the considered characteristics in the form of an additional phase shift and resonant bursts in the vicinity of the clock frequency subharmonics. Additional feedbacks introduced into the control loop make it possible to solve synthesis problems using the most simple technical means
建立了晶体管软开关变换器的仿真模型。将新的计算方法和测量负反馈转换器件等效频率特性的方法应用于稳定性分析问题。将计算得到的变换器在正常工作模式下的频率特性与其线性模型的特性进行了对比分析。考虑了关键器件环路放大等效频率特性的计算特点。文中指出,正是环路放大的等效频率特性描述了脉冲宽度调制电压变换器的频率特性与动态特性之间的关系,从而可以可靠地确定实际稳定裕度,预测产生模式,并为关键器件在给定频段内获得最大负反馈开辟了可能性。变换器的非最小相位特性使得仅使用偏转控制原理实现脉冲稳定器输出电流(稳定系数)的高质量稳定变得非常复杂。利用组合控制原理,成功地解决了这一问题。干扰效应的补偿(电源电压的变化)比通过反馈回路抵消干扰效果好得多。在静态模式(u =const)和没有负反馈回路的情况下,排除输入电压u (t)对输出电流i 2的影响是非常现实的,负反馈回路提供了u =const的稳态,并提供了变换器更好的动态特性。脉宽调制的非线性特性对稳定性的影响表现为在时钟频率次谐波附近的附加相移和谐振爆发的形式所考虑的特性。在控制回路中引入额外的反馈使得用最简单的技术手段解决合成问题成为可能
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引用次数: 1
Membrane Filtration Simulation Study With Variation in the Number of Filters on Peat Water Media 泥炭水介质中滤孔数变化的膜过滤模拟研究
Pub Date : 2020-10-31 DOI: 10.15587/1729-4061.2020.210462
R. Subagyo, H. Isworo
The rapid population growth has an impact on the increasing need for drinking water. In swamp areas, the need for drinking water cannot be met immediately because it still contains organic compounds that make the water unfit for consumption. Peat water contains dissolved organic compounds that cause the water to turn brown and have an acidic character, so it needs special processing before it is ready for consumption. For peat water to be used by the community for drinking water, it is necessary to find an easy and cheap way to treat peat water. The use of a filtration device is one of the solutions that must be done in peat water treatment. The purpose of this study was to determine the effect of flow patterns, speed, and pressure on the filtration process with variations in the type of membrane and filtration arrangement. This research method was carried out by simulation using ANSYS 14.5 series. The simulation process begins with designing a filtration device with the following types: two-filter, three-filter, and four-filter. Then the simulation was performed by entering the value of the peat water properties into the regulatory equation.

The results of this study indicate that the collaboration of two membranes with different holes in type-2 and 3 filters produces a good filtration rate. However, in type-4 filters, the use of a similar membrane is highly recommended. This filtration rate is influenced by the presence of a cross-flow reversal (CFR) region that appears, when using different filtration membranes at low pressure it doesn't matter. However, in other cases of systems operating at high pressure, CFR that appears tends to decrease the filtration rate, this is because CFR inhibits the flow rate in the filtration process.
人口的迅速增长对日益增长的饮用水需求产生了影响。在沼泽地区,对饮用水的需求不能立即得到满足,因为它仍然含有使水不适合饮用的有机化合物。泥炭水含有溶解的有机化合物,这些化合物会使水变成棕色并呈酸性,因此在食用之前需要经过特殊处理。为了使泥炭水被社区用作饮用水,有必要找到一种简单廉价的方法来处理泥炭水。使用过滤装置是泥炭水处理中必须采取的解决方案之一。本研究的目的是确定流动模式、速度和压力对过滤过程的影响,以及不同类型的膜和过滤布置。采用ANSYS 14.5系列软件对该研究方法进行了仿真。仿真过程从设计以下类型的过滤装置开始:两个过滤器,三个过滤器和四个过滤器。然后将泥炭水性质数值代入调节方程进行模拟。本研究结果表明,2型和3型过滤器中两种不同孔径的膜协同使用可产生良好的过滤率。然而,在4型过滤器中,强烈建议使用类似的膜。该过滤速率受到交叉回流(CFR)区域存在的影响,在低压下使用不同的过滤膜时,这无关紧要。然而,在高压系统的其他情况下,出现的CFR往往会降低过滤速率,这是因为CFR抑制了过滤过程中的流量。
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引用次数: 1
Development of Control Model for Loading Operations on Heavy Lift Vessels Based on Inverse Algorithm 基于逆算法的重型起重船舶装载作业控制模型的建立
Pub Date : 2020-10-30 DOI: 10.15587/1729-4061.2020.214856
O. Solovey, A. Ben, S. Dudchenko, P. Nosov
The aim of the work is to develop a method for optimal control of handling operations with heavy lift cargo on sea vessels. Based on the review of scientific research in the field of loading heavy lift cargo, priority directions for improving the automated control systems for cargo handling operations on ships have been determined. Within a scientific hypothesis, it was proposed to synchronize solutions to the problem of ship propulsion control and automated control of heavy lift onboard cranes in order to improve the accuracy of loading processes. The paper analyzes the dynamic model of the “vessel-crane-cargo” system and the criteria of optimality in the problem of ship regulation-stabilization under minimization of loading time. An inverse loading algorithm has been developed, based on the principles of the loading control optimization with limiting the choice of motion by linear displacements and turns of the vessel. When executing the inverse algorithm, restrictions associated with the minimization of heeling moments in the “vessel-crane-cargo” system and restrictions associated with the maximum and minimum boom outreach are applied. The study determined the technical feasibility of achieving invariance in the cargo stabilization system with the inverse loading algorithm on heavy lift vessels. On the basis of the proposed method, simulation modeling of the ship loading process was carried out on simulators at the Kherson State Maritime Academy. The simulation modeling has shown that the use of the inverse algorithm will reduce the time of cargo operations by 50–70 percent and, as a result, reduce the risk of emergencies when loading the ship. It was also determined that the use of the inverse algorithm is appropriate for cargo of more than 100 tons
本研究的目的是开发一种在海上船舶上进行重吊货物装卸作业的最优控制方法。在对重载货物装载领域的科学研究进行综述的基础上,确定了改进船舶货物装卸作业自动化控制系统的优先方向。在科学假设的前提下,提出了船舶推进控制与重型船载起重机自动化控制的同步解决方案,以提高装载过程的精度。本文分析了“船-吊-货”系统的动力学模型,以及最小装载时间下船舶调节稳定问题的最优准则。基于装载控制优化的原理,提出了一种以船舶的线性位移和转动来限制运动选择的逆装载算法。在执行逆算法时,应用了“船-吊-货”系统中横倾力矩最小化的限制以及最大和最小臂架外伸的限制。研究确定了用逆装载算法实现重吊船舶货物稳定系统不变性的技术可行性。基于所提出的方法,在Kherson州立海事学院的模拟器上对船舶装载过程进行了仿真建模。仿真建模表明,使用逆算法可将货物操作时间缩短50 - 70%,从而降低船舶装货时发生紧急情况的风险。还确定了对100吨以上货物使用逆算法是合适的
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引用次数: 7
Comparison of Denoising Algorithms for Demosacing Low Lighting Images Using CFA 2.0 基于CFA 2.0的低照度图像去噪算法比较
Pub Date : 2020-10-30 DOI: 10.5121/sipij.2020.11503
C. Kwan, Jude Larkin
In modern digital cameras, the Bayer color filter array (CFA) has been widely used. It is also widely known as CFA 1.0. However, Bayer pattern is inferior to the red-green-blue-white (RGBW) pattern, which is also known as CFA 2.0, in low lighting conditions in which Poisson noise is present. It is well known that demosaicing algorithms cannot effectively deal with Poisson noise and additional denoising is needed in order to improve the image quality. In this paper, we propose to evaluate various conventional and deep learning based denoising algorithms for CFA 2.0 in low lighting conditions. We will also investigate the impact of the location of denoising, which refers to whether the denoising is done before or after a critical step of demosaicing. Extensive experiments show that some denoising algorithms can indeed improve the image quality in low lighting conditions. We also noticed that the location of denoising plays an important role in the overall demosaicing performance.
在现代数码相机中,拜耳彩色滤光片阵列(CFA)得到了广泛的应用。它也被广泛称为CFA 1.0。然而,在存在泊松噪声的低光照条件下,拜耳模式不如红-绿-蓝-白(RGBW)模式(也称为CFA 2.0)。众所周知,去马赛克算法不能有效地处理泊松噪声,为了提高图像质量,需要进行额外的去噪。在本文中,我们建议在低光照条件下评估CFA 2.0的各种传统和基于深度学习的去噪算法。我们还将研究去噪位置的影响,这是指去噪是在去噪的关键步骤之前还是之后进行的。大量的实验表明,一些去噪算法确实可以改善低光照条件下的图像质量。我们还注意到去噪的位置在整体去噪性能中起着重要作用。
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引用次数: 1
期刊
Materials Engineering eJournal
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