Large-Scale Fiber Tracking Through Sparsely Sampled Image Sequences of Composite Materials

2016 ◽  
Vol 25 (10) ◽  
pp. 4931-4942 ◽  
Author(s):  
Youjie Zhou ◽  
Hongkai Yu ◽  
Jeff Simmons ◽  
Craig P. Przybyla ◽  
Song Wang
2018 ◽  
Author(s):  
Vishwesh Nath ◽  
Kurt Schilling ◽  
Prasanna Parvathaneni ◽  
Allison E. Hainline ◽  
Yuankai Huo ◽  
...  

Purpose: Fiber tracking with diffusion weighted magnetic resonance imaging has become an essential tool for estimating in vivo brain white matter architecture. Fiber tracking results are sensitive to the choice of processing method and tracking criteria. Phantom studies provide concrete quantitative comparisons of methods relative to absolute ground truths, yet do not capture variabilities because of in vivo physiological factors. Methods: To date, a large-scale reproducibility analysis has not been performed for the assessment of the newest generation of tractography algorithms with in vivo data. Reproducibility does not assess the validity of a brain connection however it is still of critical importance because it describes the variability for an algorithm in group studies. The ISMRM 2017 TraCED challenge was created to fulfill the gap. The TraCED dataset consists of a single healthy volunteer scanned on two different scanners of the same manufacturer. The multi-shell acquisition included b-values of 1000, 2000 and 3000 s/mm2 with 20, 45 and 64 diffusion gradient directions per shell, respectively. Results: Nine international groups submitted 46 tractography algorithm entries. The top five submissions had high ICC > 0.88. Reproducibility is high within these top 5 submissions when assessed across sessions or across scanners. However, it can be directly attributed to containment of smaller volume tracts in larger volume tracts. This holds true for the top five submissions where they are contained in a specific order. While most algorithms are contained in an ordering there are some outliers. Conclusion: The different methods clearly result in fundamentally different tract structures at the more conservative specificity choices (i.e., volumetrically smaller tractograms). The data and challenge infrastructure remain available for continued analysis and provide a platform for comparison.


Author(s):  
S. Gao ◽  
Z. Ye ◽  
C. Wei ◽  
X. Liu ◽  
X. Tong

<p><strong>Abstract.</strong> The high-speed videogrammetric measurement system, which provides a convenient way to capture three-dimensional (3D) dynamic response of moving objects, has been widely used in various applications due to its remarkable advantages including non-contact, flexibility and high precision. This paper presents a distributed high-speed videogrammetric measurement system suitable for monitoring of large-scale structures. The overall framework consists of hardware and software two parts, namely observation network construction and data processing. The core component of the observation network is high-speed cameras to provide multiview image sequences. The data processing part automatically obtains the 3D structural deformations of the key points from the captured image sequences. A distributed parallel processing framework is adopted to speed up the image sequence processing. An empirical experiment was conducted to measure the dynamics of a double-tube five-layer building structure on the shaking table using the presented videogrammetric measurement system. Compared with the high-accuracy total station measurement, the presented system can achieve a sub-millimeter level of coordinates discrepancy. The 3D deformation results demonstrate the potential of the non-contact high-speed videogrammetric measurement system in dynamic monitoring of large-scale shake table tests.</p>


Author(s):  
Nelyub Vladimir Aleksandrovich Et al.

This paper contains an overview of world trends in the development of the TFP technologyenabling 3D printing of carbon fiber reinforced plastics. The review of the equipment used for the automated preformpatching is included. Primary factors restraining the large-scale implementation of the TFP technology in the manufacture are identified, and prospective research trends for further development of the technology are proposed.


2021 ◽  
Author(s):  
◽  
Mathew James Cairns

<p>Nanostructured calcium silicate (NCS) is an X-ray amorphous silicate material consisting of randomly arranged platelets several tens of nanometres in size, forming agglomerates a few micrometres in size. This affords the material a high, readily accessible surface area of up to 600 m2 g -1 with chemically active surface-bound calcium and silanol groups being integral parts of the silicate structure. As such, it makes an ideal material for the sorption of many potential pollutant materials. However, NCS is highly thixotropic. This reduces its applicability for use as a sorbent material on a large scale, the thixotropic nature of NCS precluding its efficient separation from suspension. NCS, in contact with water, will ion-exchange surface-bound calcium with hydrogen ions, releasing calcium into solution, and leading to an increase in the pH value of the solution. The process may be exploited by using the material as a sorbent for cationic metal species forming insoluble hydroxides. This thesis demonstrates the use of NCS as a sorbent material for Cu2+, with the material exhibiting a sorption capacity for this ion of up to 10 mmol g -1. When the sorption capacity of the material is reached, all the calcium initially present in the NCS material (31-38 wt % CaO) is leached into solution. The copper is initially sorbed as an X-ray amorphous phase (most likely Cu(OH)2) but in the presence of excess copper, the more thermodynamically stable crystalline phase Cu2X(OH)3, X being chloride or nitrate, is formed. It was shown that the presence of calcium is necessary for this sorption to occur. When calcium was leached from the material prior to sorption studies, the sorption capacity of the material was significantly decreased. To aid the separation process of NCS from solution, bulk magnetite powder (Fe3O4), or superparamagnetic magnetite or maghemite (g-Fe2O3) were incorporated into the NCS structure during its synthesis. The addition of these additives to the NCS material reduced characteristics such as specific surface area or sorption capacity insofar as extra mass had been added to the system. The structure of the NCS was not degraded. The NCS material containing bulk magnetite powder was shown to be applicable to the sorption of phosphate in a continuous fluidised bed system, utilising the magnetic properties of the material to aid separation. Phosphate was chosen, as the sorption characteristics of NCS with respect to this ion were previously known. Attempts to use magnetic techniques to separate the superparamagnetic composites subsequent to copper sorption were unsuccessful. Although the composite materials exhibited similar sorption capacity for copper to the unmodified one, the acidic conditions of the copper solution degraded the composite, precluding the use of magnetic separation. Finally, composite materials of NCS and a conducting polymer, polyaniline, were prepared which provided potential redox-activity to a high surface area substrate. The sorption characteristics of this material were  demonstrated with its use as a sorbent for the perrhenate ion. This rhenium ion was chosen due to its chemical similarity to pertechnetate, a component of many radioactive wastewaters. It was demonstrated that the sorption process proceeded via an electrochemical mechanism in which the polyaniline caused the perrhenate ion to be reduced to a rhenium oxide species.</p>


Nanomaterials ◽  
2021 ◽  
Vol 11 (9) ◽  
pp. 2414
Author(s):  
Md Abdullah Al Faruque ◽  
Md Syduzzaman ◽  
Joy Sarkar ◽  
Kadir Bilisik ◽  
Maryam Naebe

Graphene-based materials in the form of fibres, fabrics, films, and composite materials are the most widely investigated research domains because of their remarkable physicochemical and thermomechanical properties. In this era of scientific advancement, graphene has built the foundation of a new horizon of possibilities and received tremendous research focus in several application areas such as aerospace, energy, transportation, healthcare, agriculture, wastewater management, and wearable technology. Although graphene has been found to provide exceptional results in every application field, a massive proportion of research is still underway to configure required parameters to ensure the best possible outcomes from graphene-based materials. Until now, several review articles have been published to summarise the excellence of graphene and its derivatives, which focused mainly on a single application area of graphene. However, no single review is found to comprehensively study most used fabrication processes of graphene-based materials including their diversified and potential application areas. To address this genuine gap and ensure wider support for the upcoming research and investigations of this excellent material, this review aims to provide a snapshot of most used fabrication methods of graphene-based materials in the form of pure and composite fibres, graphene-based composite materials conjugated with polymers, and fibres. This study also provides a clear perspective of large-scale production feasibility and application areas of graphene-based materials in all forms.


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