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Estimating the Parameters of a Stochastic Geometrical Model for Multiphase Flow Images Using Local Measures 基于局部测度的多相流图像随机几何模型参数估计
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-12-15 DOI: 10.5566/ias.2638
L. Théodon, T. Eremina, Kassem Dia, F. Lamadie, J. Pinoli, J. Debayle
This paper presents a new method for estimating the parameters of a stochastic geometric model for multiphase flow image processing using local measures. Local measures differ from global measures in that they are only based on a small part of a binary image and consequently provide different information of certain properties such as area and perimeter. Since local measures have been shown to be helpful in estimating the typical grain elongation ratio of a homogeneous Boolean model, the objective of this study was to use these local measures to statistically infer the parameters of a more complex non-Boolean model from a sample of observations. An optimization algorithm is used to minimize a cost function based on the likelihood of a probability densityof local measurements. The performance of the model is analysed using numerical experiments and real observations. The errors relative to real images of most of the properties of the model-generated images are less than 2%. The covariance and particle size distribution are also calculated and compared.
本文提出了一种利用局部测度估计多相流图像处理随机几何模型参数的新方法。局部度量与全局度量的不同之处在于,它们仅基于二值图像的一小部分,因此提供某些属性(如面积和周长)的不同信息。由于局部测量已被证明有助于估计均匀布尔模型的典型晶粒伸长率,本研究的目的是使用这些局部测量从观测样本中统计推断更复杂的非布尔模型的参数。基于局部测量的概率密度的可能性,使用优化算法最小化成本函数。通过数值实验和实际观测对模型的性能进行了分析。模型生成图像的大部分属性相对于真实图像的误差小于2%。计算并比较了协方差和粒度分布。
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引用次数: 2
Morphological Assessments of Root Apex of Permanent Mandibular First and Second Premolars in a Turkish Population 土耳其人恒下颌第一和第二前磨牙根尖的形态学评价
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-12-15 DOI: 10.5566/ias.2577
F. Babayeva, E. O. Orhan, O. Irmak
There is no apical morphological data being available for mandibular first or second premolars in the Turkish population. The aims of the study were (I) to assess apical morphological data of mandibular first and second premolars in a Turkish population at a young-adult age range (II) to analyze potential correlations between the size and position of the apical foramina (AF). Extracted sound teeth were collected from an adult volunteer population as willing to donate. Morphological data were obtained from specimens using a stereomicroscope. The number, size, shape, and position of AF and frequency of accessory foramina were quantified. Mann-Whitney U and Spearman's rank correlation tests were performed (α=0.05). A total of 237 teeth were investigated. The majority of the specimens had one major AF. The frequency of major AF was between 1–3 for both groups. The median AF size in mandibular first and second premolars were 55,180 µm2 and 67,483 µm2, respectively. The majority of foramina shape was irregular for the mandibular first premolars whereas, was oval for the second premolars. The median location of AF with respect to the anatomic apex was 664 µm in mandibular first premolars and 677 µm in mandibular second premolars. The size and location of AF mostly overlap between the mandibular first and second premolars. The shape of the AF might be the only relevant variation concerning the apical morphology between the mandibular first and second premolars in young adults. The interaction between the size and location of AF in mandibular premolars of young adults seems not significant
没有根尖形态的数据是可用的下颌第一或第二前磨牙在土耳其人口。该研究的目的是(1)评估土耳其青年人群下颌第一和第二前磨牙的根尖形态学数据(2)分析根尖孔(AF)的大小和位置之间的潜在相关性。从愿意捐献的成年志愿者人群中收集拔出的健全牙齿。形态学数据是用体视显微镜从标本中获得的。量化心房颤动的数量、大小、形状、位置和副孔的频率。采用Mann-Whitney U和Spearman’s秩相关检验(α=0.05)。总共调查了237颗牙齿。多数标本均有一次严重房颤,两组发生严重房颤的频率均在1 ~ 3次之间。下颌第一、第二前磨牙房颤中位大小分别为55,180µm2和67,483µm2。下颌第一前磨牙的牙孔形状不规则,第二前磨牙的牙孔形状为椭圆形。下颌第一前磨牙AF中位距解剖尖664µm,下颌第二前磨牙AF中位距解剖尖677µm。房颤的大小和位置多与下颌第一、第二前磨牙重叠。房颤的形状可能是年轻人下颌第一和第二前磨牙的根尖形态的唯一相关变异。青壮年下颌前磨牙房颤的大小和位置之间的相互作用似乎不显著
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引用次数: 0
Study of Structural Characteristics of Ancient Bricks With Neutron Radiography Facility at BTRR 用中子射线照相设备研究BTRR古砖的结构特征
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-12-15 DOI: 10.5566/ias.2593
Robin Barman, Sudipta Saha, Md. Sayed Hossain, Anik Das, Md. Kaosar Ahmmad Rabby, A. Mahmud, Debasish Chowdhury
Neutron radiography (NR) has been applied successfully to investigate different types of building materials, rock samples, sculptures, statues or monuments for since long. The utilization of neutron imaging for non-invasive investigations of cultural heritage objects is demonstrated on the example of ancient bricks found in Mahasthangarh and Sonargaon, two key archaeological sites in Bangladesh. The visualization of the internal structure of different brick samples, by means of Neutron Radiography (NR), has been experimented using the BTRR research reactor in Bangladesh - the only neutron imaging facility available in Bangladesh for R D purposes. Manufacturing building materials have become a very good option for business in developing countries like Bangladesh. Among the non-destructive testing (NDT) techniques, neutron radiography is the most common procedure to identify light and organic materials, homogeneity, any inclusion or voids or cracks etc. inside the structure. The radiographic images in a dry condition for individual samples have been investigated. The image analysis was performed using ImageJ software and texture features were extracted using gray level co-occurrence matrix implemented by MATLAB for acquiring qualitative and quantitative information from this inspection technique at a high level of accuracy. The results obtained by neutron imaging provide the statement that the brick sample from Mahasthangarh is more homogeneous inside.
长期以来,中子射线照相(NR)已成功地应用于研究不同类型的建筑材料、岩石样品、雕塑、雕像或纪念碑。在孟加拉国的两个重要考古遗址Mahasthangarh和Sonargaon发现的古砖的例子说明了中子成像在文化遗产的非侵入性调查中的应用。利用孟加拉国的BTRR研究堆(孟加拉国唯一可用于研发目的的中子成像设施),利用中子射线照相(NR)对不同砖样的内部结构进行了可视化实验。在孟加拉国等发展中国家,制造建筑材料已经成为一个非常好的商业选择。在无损检测(NDT)技术中,中子射线照相是最常用的方法,用于识别结构内部的轻质和有机材料、均匀性、任何夹杂物或空洞或裂纹等。对个别样品在干燥条件下的射线照相图像进行了研究。利用ImageJ软件对图像进行分析,利用MATLAB实现的灰度共生矩阵提取纹理特征,以高精度获取该检测技术的定性和定量信息。中子成像结果表明,Mahasthangarh的砖样内部更为均匀。
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引用次数: 0
Local Measures Distribution for the Estimation of the Elongation Ratio of the Typical Grain in Homogeneous Boolean Models 齐次布尔模型中典型晶粒伸长率估计的局部测度分布
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-07-09 DOI: 10.5566/IAS.2554
T. Eremina, J. Debayle, F. Gruy, J. Pinoli
We introduce a particular localization of the Minkowski functionals to characterize and discriminate different random spatial structures. The aim of this paper is to present a method estimating the typical grain elongation ratio in a homogeneous Boolean model. The use of this method is demonstrated on a range of Boolean models of rectangles featuring fixed and random elongation ratio. An optimization algorithm is performed to determine the elongation ratio which maximize the likelihood function of the probability density associated with the local perimeter measure. Therefore, the elongation ratio of the typical grain can be deduced.
我们引入了闵可夫斯基泛函的特定定位来表征和区分不同的随机空间结构。本文的目的是提出一种在齐次布尔模型中估计典型晶粒伸长率的方法。在一系列具有固定和随机伸长比的矩形布尔模型上演示了该方法的使用。采用优化算法确定了使与局部周长度量相关的概率密度的似然函数最大化的延伸率。由此可以推导出典型晶粒的延伸率。
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引用次数: 1
Multidimensional characterisation of time-dependent image data: A case study for the peripheral nervous system in ageing mice 时间相关图像数据的多维特征:衰老小鼠周围神经系统的案例研究
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-07-09 DOI: 10.5566/ias.2499
Matthias Weber, T. Wilhelm, Volker Schmidt
Segmentation of µm-resolution image data of irregularly shaped objects poses challenges to existing segmentation algorithms. This is especially true, when imperfections like noise, uneven lightning or traces of sample preparation are present in the image data. In this paper, considering electron micrographs of femoral quadriceps nerve sections of mice, a segmentation method to extract single axons surrounded by myelin sheaths is developed which is able to cope with various imperfections and artefacts. This approach successfully combines established methods like local thresholding and marker-based watershed transform to achieve a reliable segmentation of the given data. Indeed, the resulting segmentation map can be used to quantitatively determine geometrical characteristics of the axons and myelin sheaths. This is exemplified by modelling the joint probability distribution of axon area and myelin sphericity using a parametric copula approach, and by analysing the evolution of the model parameters for image data obtained from mice of different ages.
微米分辨率不规则形状物体图像数据的分割对现有的分割算法提出了挑战。当图像数据中存在噪声、不均匀闪电或样品制备痕迹等缺陷时,尤其如此。本文结合小鼠股四头肌神经切片的电子显微照片,提出了一种提取髓鞘包围的单个轴突的分割方法,该方法能够处理各种缺陷和伪影。该方法成功地结合了局部阈值分割和基于标记的分水岭变换等已有方法,实现了对给定数据的可靠分割。事实上,所得到的分割图可以用来定量地确定轴突和髓鞘的几何特征。通过使用参数联结方法对轴突面积和髓磷脂球形度的联合概率分布进行建模,并通过分析从不同年龄的小鼠获得的图像数据的模型参数的演变来证明这一点。
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引用次数: 0
A Novel Texture Descriptor: Circular Parts Local Binary Pattern 一种新的纹理描述符:圆形零件局部二值模式
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-07-09 DOI: 10.5566/IAS.2580
Ibtissam Al Saidi, M. Rziza, J. Debayle
Local Binary Pattern (LBP) are considered as a classical descriptor for texture analysis, it has mostly been used in pattern recognition and computer vision applications. However, the LBP gets information from a restricted number of local neighbors which is not enough to describe texture information, and the other descriptors that get a large number of local neighbors suffer from a large dimensionality and consume much time. In this regard, we propose a novel descriptor for texture classification known as Circular Parts Local Binary Pattern (CPLBP) which is designed to enhance LBP by extending the area of neighborhood from one to a region of neighbors using polar coordinates that permit to capture more discriminating relationships that exists amongst the pixels in the local neighborhood which increase efficiency in extracting features. Firstly, the circle is divided into regions with a specific radius and angle. After that, we calculate the average gray-level value of each part. Finally, the value of the center pixel is compared with these average values. The relevance of the proposed idea is validate in databases Outex 10 and 12. A complete evaluation on benchmark data sets reveals CPLBP's high performance. CPLBP generates the score of 99.95 with SVM classification.
局部二值模式(LBP)被认为是纹理分析的经典描述符,在模式识别和计算机视觉中得到了广泛的应用。然而,LBP从有限数量的局部邻居中获取信息,不足以描述纹理信息,而其他获得大量局部邻居的描述符则存在维数大、耗时长的问题。在这方面,我们提出了一种新的纹理分类描述符,称为圆形局部二值模式(CPLBP),该描述符旨在通过使用极坐标将邻域区域从一个扩展到一个邻域区域来增强LBP,从而允许捕获存在于局部邻域像素之间的更多区别关系,从而提高提取特征的效率。首先,将圆划分为具有特定半径和角度的区域。然后,我们计算每个部分的平均灰度值。最后,将中心像素的值与这些平均值进行比较。所提出的想法的相关性在数据库Outex 10和12中得到了验证。对基准数据集的完整评估表明CPLBP的高性能。CPLBP通过SVM分类得到99.95分。
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引用次数: 6
Personal Reflections on the Life of Hans Jørgen Gottlieb Gundersen 汉斯·约翰·戈特利布·冈德森的个人人生反思
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-07-09 DOI: 10.5566/ias.2596
J. Bertram, L. Cruz-Orive, S. M. Evans, D. Hyde, T. Mayhew, Matthias Ochs, Yong Tang, J. Nyengaard
Professor Hans Jørgen G. Gundersen MD, DMSc (1943–2021) was a pioneering stereologist whose work has inspired and influenced researchers across the world for almost half a century. He was a charismatic character and one of the founding fathers of modern stereology, whose achievements and contributions are fondly remembered below by colleagues and co-workers. It was an enormous pleasure to be in his company and although future generation will miss this opportunity, his work will live on, to inspire and influence future generations of researchers.
Hans Jørgen G. Gundersen博士,理学硕士(1943-2021)是一位开创性的立体学家,他的工作在近半个世纪的时间里启发和影响了世界各地的研究人员。他是一个极具魅力的人物,也是现代立体学的奠基人之一,他的成就和贡献在下面被同事和同事们深情地铭记。这是一个巨大的快乐在他的公司,虽然后代会错过这个机会,他的工作将继续存在,激励和影响下一代的研究人员。
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引用次数: 1
SIMULATION OF LARGE AGGREGATE PARTICLES SYSTEM WITH A NEW MORPHOLOGICAL MODEL 用一种新的形态模型模拟大聚集体颗粒系统
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-07-09 DOI: 10.5566/IAS.2488
M. Moreaud, Giulia Ferri, S. Humbert, M. Digne, J. Schweitzer
For the development of a new porous material such as catalytic carrier, the control of the textural properties is of fundamental importance. In order to move towards rational synthesis, it is necessary to better understand the physical phenomena that generate a defined solid structure. A contribute to this purpose can be achieved by studying the aggregation process inside colloidal suspensions, leading to porosity generation: this phenomenon can be described with a Brownian dynamics model that, for any set of chemical parameters, gives access to the mass distribution and the fractal dimension of colloidal aggregates. However, this model cannot be used for the simulation of large colloidal systems, due to its high computational time, limiting comparison with analytical methods, which probe the whole multi-scale system. This problem is solved by developing a new aggregation morphological model, wherein the fractal dimension is tuned with two compactness parameters. An efficient simulation algorithm is proposed in case of spheres, for which the fractal dimension of the generated aggregates varies between 1.2 and 3. Brownian dynamics results are used to parametrize this purely geometric model, in order to constrain the size and the morphology of the aggregates created. The large numerical solid will be representative of the textural properties of a real solid and will give more information on the porous network. It could be used, for example, to simulate diffusive transport coupled with chemical reaction and to study the impact of the geometry of the porous system on the catalytic performance.
对于催化载体等新型多孔材料的开发,其织构性能的控制是至关重要的。为了走向合理的合成,有必要更好地理解产生确定的固体结构的物理现象。通过研究胶体悬浮液内部的聚集过程可以实现这一目的,从而导致孔隙的产生:这种现象可以用布朗动力学模型来描述,对于任何一组化学参数,都可以获得胶体聚集体的质量分布和分形维数。然而,由于计算时间长,该模型不能用于大型胶体系统的模拟,限制了与探索整个多尺度系统的解析方法的比较。通过建立一种新的聚集形态模型来解决这一问题,该模型使用两个紧度参数来调整分形维数。提出了一种有效的模拟算法,以球形为例,生成的聚集体的分形维数在1.2 ~ 3之间。布朗动力学结果被用来参数化这个纯几何模型,以约束大小和形态的聚集体创建。大型数值固体将代表真实固体的结构特性,并将提供更多关于多孔网络的信息。例如,它可以用来模拟与化学反应耦合的扩散输运,并研究多孔系统的几何形状对催化性能的影响。
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引用次数: 5
QUANTIFICATION OF THE INTERVENTIONAL APPROACHES INTO THE PTERYGOPALATINE FOSSA BY SOLID ANGLES USING VIRTUAL REALITY 利用虚拟现实技术对翼腭窝立体角介入入路进行量化
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-07-09 DOI: 10.5566/ias.2581
A. Jerman, J. Janáček, Ž. Snoj, N. Umek
Virtual reality is increasingly used in medicine for diagnostics, for visualisation of complex structures and for preoperative planning. In interventional radiology, minimally invasive approach could be described with a target point representing the desired needle tip position and an array of all possible trajectories leading to it resembling irregular “cone” or “pyramid”. We present a pilot study of planning a minimally invasive posterior infrazygomatic and suprazygomatic approaches into the pterygopalatine fossa using a solid angle as a measure of size of the approach in five virtually reconstructed heads. The minimally invasive approaches were planned by manually drawing the edges of “pyramids” that described each approach in 3D using virtual reality program Tracer. For each head, a transverse diameter was measured and for each approach a solid angle size, average edge length and estimated area on the skin from where the target point could be reached were calculated. We found that, the solid angle of posterior infrazygomatic approach was significantly larger than suprazygomatic approach (p0.001). Furthermore, the transverse head diameter and solid angle in posterior infrazygomatic approach were negatively correlated (ρ=-0.55, p=0.0002), while transverse head diameter and the estimated area on the skin from where the target point could be reached in the suprazygomatic approach were positively correlated (ρ=0.37, p=0.0206). In conclusion, our findings provide important preliminary evidence on the feasibility of evaluating and comparing different minimally invasive approaches using virtual reality systems, and affirm the validity of solid angle as a measure of the size of the approach. 
虚拟现实越来越多地用于医学诊断、复杂结构的可视化和术前规划。在介入放射学中,微创入路可以用一个代表所需针尖位置的目标点和一系列可能的轨迹来描述,这些轨迹导致它类似于不规则的“锥体”或“金字塔”。我们提出了一项计划微创后颧下和颧上入路进入翼腭窝的初步研究,在五个虚拟重建的头部中使用实心角作为入路大小的测量。微创方法是通过使用虚拟现实程序Tracer在3D中手动绘制描述每种方法的“金字塔”边缘来规划的。测量每个头部的横向直径,并计算每次接近的立体角尺寸,平均边缘长度和皮肤上可到达目标点的估计面积。我们发现,颧下后入路的实体角明显大于颧上入路(p0.001)。此外,颧下后入路的横头直径与实心角呈负相关(ρ=-0.55, p=0.0002),而颧上入路的横头直径与皮肤上可到达目标点的估计面积呈正相关(ρ=0.37, p=0.0206)。总之,我们的研究结果为使用虚拟现实系统评估和比较不同微创入路的可行性提供了重要的初步证据,并肯定了立体角作为入路大小衡量的有效性。
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引用次数: 0
Analysis of Isotropy and Uniformity of the Distribution of Reinforcing Phase in Cu/SiC Composite Materials Using μCT Methods μCT法分析Cu/SiC复合材料中增强相分布的各向同性和均匀性
IF 0.9 4区 计算机科学 Q4 IMAGING SCIENCE & PHOTOGRAPHIC TECHNOLOGY Pub Date : 2021-04-07 DOI: 10.5566/IAS.1911
K. Pietrzak, A. Gładki, A. Strojny-Nędza, T. Wejrzanowski, K. Kaszyca
Tomography allows embedding of one space in another, especially ℛ2 → ℛ3, and observation of the nature of the volumetric internal composite structure. Now, not only a simple interpretation is expected of geometry defined via single thresholds of structures. The binary segmentation used for numerical structure analysis requires more detailed presentation. This paper shows an example of image analysis techniques applied to study the homogeneity of two-phase material. Using tomography analysis, the results of the homogeneity of the SiC particles with 10vol.%, 20vol.%, 30vol.%, 40vol.% volumetric bulk density of Cu/SiC composites are presented. Finally, for two independent coordinate systems, the distribution of  SiC particle masses and their total moments of inertia were determined. The results confirmed that for well-mixed composite powders the homogeneity of the reinforcing phase is expected in samples with a  SiC volume near 30vol.%. In this case, segregation by translation and rotation of SiC particles in the matrix, during the sintering process is restricted.
层析成像允许将一个空间嵌入到另一个空间中,特别是可以观察到体积内部复合结构的性质。现在,不仅期望通过单一结构阈值定义几何的简单解释。用于数值结构分析的二值分割需要更详细的介绍。本文给出了一个应用图像分析技术研究两相材料均匀性的例子。采用层析分析,结果表明SiC颗粒在10vol时均匀性较好。%, 20卷。%, 30卷。%, 40卷。给出了Cu/SiC复合材料的体积容重。最后,在两个独立的坐标系下,确定了SiC粒子质量和总转动惯量的分布。结果证实,对于混合良好的复合粉末,在SiC体积接近30vol.%的样品中,增强相的均匀性是预期的。在这种情况下,在烧结过程中,SiC颗粒在基体中的平移和旋转引起的偏析受到限制。
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引用次数: 1
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Image Analysis & Stereology
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