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Minimum number of scans for collagen fibre direction estimation using Magic Angle Directional Imaging (MADI) with a priori information 使用具有先验信息的魔角定向成像(MADI)进行胶原纤维方向估计的最小扫描次数
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-03-01 DOI: 10.1016/j.array.2022.100273
Harry Lanz, Mihailo Ristic, Karyn E. Chappell, John V.M. McGinley

Tissues such as tendons, ligaments, articular cartilage, and menisci contain significant amounts of organised collagen which gives rise to the Magic Angle effect during magnetic resonance imaging (MRI). The MR intensity response of these tissues is dependent on the angle between the main field, B0, and the direction of the collagen fibres. Our previous work showed that by acquiring scans at as few as 7–9 different field orientations, depending on signal to noise ratio (SNR), the tissue microstructure can be deduced from the intensity variations across the set of scans. Previously our Magic Angle Directional Imaging (MADI) technique used rigid registration and manual final alignment, and did not assume any knowledge of the target anatomy being scanned. In the present work, fully automatic soft registration is incorporated into the MADI workflow and a priori knowledge of the target anatomy is used to reduce the required number of scans. Simulation studies were performed to assess how many scans are theoretically necessary. These findings were then applied to MRI data from a caprine knee specimen. Simulations suggested that using 3 scans might be sufficient, but in practice 4 scans were necessary to achieve high accuracy. 5 scans only offered marginal gains over 4 scans. A 15 scan dataset was used as a gold standard for quantitative voxel-to-voxel comparison of computed fibre directions, qualitative comparison of collagen tractography plots are also presented. The results are also encouraging at low SNR values, showing robustness of the method and applicability at low field.

肌腱、韧带、关节软骨和半月板等组织含有大量有组织的胶原蛋白,在磁共振成像(MRI)过程中会产生魔角效应。这些组织的MR强度响应取决于主场B0和胶原纤维方向之间的角度。我们之前的工作表明,根据信噪比(SNR),通过在多达7-9个不同场方向上采集扫描,可以从扫描组的强度变化中推断出组织微观结构。以前,我们的魔角定向成像(MADI)技术使用刚性配准和手动最终对准,并且不假设对扫描的目标解剖结构有任何了解。在本工作中,将全自动软配准纳入MADI工作流程,并使用目标解剖结构的先验知识来减少所需的扫描次数。进行了模拟研究,以评估理论上需要多少次扫描。然后将这些发现应用于山羊膝盖标本的MRI数据。模拟表明,使用3次扫描可能就足够了,但在实践中,4次扫描是实现高精度所必需的。5次扫描仅比4次扫描提供了边际增益。15扫描数据集被用作计算纤维方向的定量体素到体素比较的金标准,还提供了胶原纤维束造影图的定性比较。在低信噪比值下的结果也令人鼓舞,表明了该方法的稳健性和在低场下的适用性。
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引用次数: 0
Organically distributed sustainable storage clusters 有机分布的可持续存储集群
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-03-01 DOI: 10.1016/j.array.2022.100275
Paul W. Poteete

The ability to create low-cost, high-availability, moderate-performance, low-power, sustainable file storage clusters that may be organically distributed throughout an organization would allow organizations to bring data back from cloud-based providers, provide local backup solutions, create local distributed storage pods, and allow remote developing countries to have access to information and other compute resources. The Internet of Things has driven much of the development in low-power ecological systems. The emergence of these devices allowed for the creation of this research project. This research utilized the design science method to create an instantiation of this concept as a demonstrative artifact that could be powered on USB power provided from almost any source. This includes the ability for small solar arrays to provide adequate power to charge the onboard power banks, allowing for continual use over periods of power loss or darkness. This artifact was evaluated using real-time direct download from up to twentyfour workstations. During the course of the research for a period of over approximately 400 days, the artifact performed without interruption. This could be an indication that it may be possible to replace cloud-based storage with organically-distributed sustainable systems for enterprise-level use.

创建低成本、高可用性、中等性能、低功耗、可持续的文件存储集群的能力可以有机地分布在整个组织中,这将使组织能够从基于云的提供商那里带回数据,提供本地备份解决方案,创建本地分布式存储吊舱,并允许远程发展中国家获得信息和其他计算资源。物联网推动了低功耗生态系统的大部分发展。这些设备的出现使得这个研究项目得以创建。这项研究利用设计科学方法创建了这一概念的实例化,作为一个演示工件,几乎可以通过任何来源提供的USB电源供电。这包括小型太阳能电池阵列能够提供足够的电力为车载充电宝充电,允许在停电或黑暗期间持续使用。该工件通过从多达24个工作站实时直接下载进行评估。在大约400多天的研究过程中,人工制品没有中断。这可能表明,用有机分布的可持续系统取代基于云的存储以供企业级使用是可能的。
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引用次数: 0
On field disease detection in olive tree with vision systems 用视觉系统检测橄榄树田间病害
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-03-01 DOI: 10.2139/ssrn.4234140
Pedro Bocca, A. Orellana, Carlos Soria, R. Carelli
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引用次数: 2
Chaos in the Garden. Human-assisted AI Composition in Experimental Spatial Music 花园里一片混乱。实验空间音乐中人工辅助AI作曲
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-01-01 DOI: 10.25370/array.v20223483
Henrik von Coler
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引用次数: 0
When quantum annealing meets multitasking: Potentials, challenges and opportunities 当量子退火遇上多任务处理:潜力、挑战与机遇
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-01-01 DOI: 10.2139/ssrn.4252155
Tian Huang, Yongxin Zhu, Goh Siow Mong Rick, Tao Luo
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引用次数: 1
Vertigo of the ears and eyes 耳朵和眼睛的眩晕
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-01-01 DOI: 10.25370/array.v20223479
Margarethe Maierhofer-Lischka
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引用次数: 0
Emergent Spaces – Subjective Sonification of Spaces. An Artistic Approach 涌现的空间——空间的主观声音化。艺术的方法
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-01-01 DOI: 10.25370/array.v20223482
Romero Lula
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引用次数: 0
Spatial Audio in Online Presentations 在线演示中的空间音频
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-01-01 DOI: 10.25370/array.v20223478
Kerry L. Hagan
Considering binaural recordings are currently the only method for reproducing spatial music in two channels, it made sense that conferences for spatial music relied on delivering binaural audio in various ways. Previous to ICMC 2022, I attended several online concerts that tried to provide spatial audio. In some cases, artists created VR simulations of their works. VR was especially interesting for spatial compositions with visual elements, but it was a convoluted method for creating binaural recordings for audio-only pieces. Additionally, composers without access to VR engines could not present with this method. space
考虑到双耳录音是目前在两个通道中再现空间音乐的唯一方法,空间音乐会议依赖于以各种方式传递双耳音频是有道理的。在ICMC 2022之前,我参加了几场试图提供空间音频的在线音乐会。在某些情况下,艺术家创造了他们作品的VR模拟。VR对于带有视觉元素的空间组合来说特别有趣,但它是一种为纯音频作品创建双耳录音的复杂方法。此外,没有使用VR引擎的作曲家无法使用这种方法。空间
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引用次数: 0
Stereo and Ambisonics: A reflection over parallel spatialization techniques 立体声和立体声:对平行空间化技术的反思
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-01-01 DOI: 10.25370/array.v20223481
Guiseppe Pisano
As a composer of acousmatic music, I have often presented my work on a variety of different loudspeaker systems whese can be subdivided in two macro-families: those intended for the playback of multichannel pieces – often symmetric systems, in the shape of a circle, a dome, or a regular polygon – and those intended for acousmatic diffusions – the loudspeaker orchestras, mainly employed for the diffusion of stereo pieces, where the performer spatializes sound in real time. In this practice, it is not uncommon to listen to re-adaptations of pieces, presented in different formats to suit different types of systems, and I have always found the Ambisonics workflow a very successful approach to scale my pieces on systems belonging to the first macro-family. However, when I first faced the need of presenting my multichannel pieces on systems meant for stereo diffusion, I was very unhappy with the results I achieved through the typical methods employed to adapt Ambisonics space
作为一名声学音乐作曲家,我经常在各种不同的扬声器系统上展示我的作品,这些扬声器系统可以细分为两个宏观家族:用于播放多声道作品的扬声器系统-通常是对称系统,呈圆形,圆顶或正多边形形状-以及用于声学扩散的扬声器管弦乐队,主要用于立体声作品的扩散,其中表演者实时将声音空间化。在这种实践中,经常会听到以不同格式呈现以适应不同类型系统的作品的重新改编,并且我总是发现Ambisonics工作流是一种非常成功的方法,可以将我的作品扩展到属于第一个宏族的系统上。然而,当我第一次面对需要在系统上展示我的多声道作品时,我对通过采用典型方法来适应立体声空间所获得的结果非常不满意
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引用次数: 0
LFR-Net: Local feature residual network for single image dehazing LFR-Net:单图像去雾的局部特征残差网络
Q2 COMPUTER SCIENCE, THEORY & METHODS Pub Date : 2023-01-01 DOI: 10.2139/ssrn.4268853
Xinjie Xiao, Zhiwei Li, Wenle Ning, Nannan Zhang, Xudong Teng
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引用次数: 1
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