基于深度学习的秀丽隐杆线虫显微图像分割方法

利用计算机实现自动、准确的秀丽隐杆线虫(C.elegans)的各项形态学参数分析,至关重要的是从显微图像上分割出线虫体态,但由于显微镜下的图像噪声较多,线虫边缘像素与周围环境相似,而且线虫的体态具有鞭毛和其他附着物需要分离,多方面因素导致设计一个鲁棒性的C.elegans分割算法仍然面临着挑战。针对这些问题,提出了一种基于深度学习的线虫分割方法,通过训练掩模区域卷积神经网络(Mask R-CNN)学习线虫形态特征实现自动分割。首先,通过改进多级特征池化将高级语义特征与低级边缘特征融合,结合大幅度软最大损失(LMSL)损失算法改进损失计算;然后,改进非极大值抑制;最后,引入全连接融合分支等方法对分割结果进行进一步优化。实验结果表明,相比原始的Mask R-CNN,该方法平均精确率(AP)提升了4.3个百分点,平均交并比(mIOU)提升了4个百分点。表明所提出的深度学习分割方法能够有效提高分割准确率,在显微图像中更加精确地分割出线虫体。     

Toward Energy-Efficient and Trustworthy eHealth Monitoring System

The rapid technological convergence between Internet of Things(IoT),Wireless Body Area Networks(WBANs)and cloud computing has made e-healthcare emerge as a promising application domain,which has significant potential to improve the quality of medical care.In particular,patient-centric health monitoring plays a vital role in e-healthcare service,involving a set of important operations ranging from medical data collection and aggregation,data transmission and segregation,to data analytics.This survey paper firstly presents an architectural framework to describe the entire monitoring life cycle and highlight the essential service components.More detailed discussions are then devoted to {\em data collection} at patient side,which we argue that it serves as fundamental basis in achieving robust,efficient,and secure health monitoring.Subsequently,a profound discussion of the security threats targeting eHealth monitoring systems is presented,and the major limitations of the existing solutions are analyzed and extensively discussed.Finally,a set of design challenges is identified in order to achieve high quality and secure patient-centric monitoring schemes,along with some potential solutions.     

“至上”与“虚无”

<正>俄国画家马列维奇是"至上主义"抽象绘画流派的创始者,其绘画作品简约而纯粹,以最简单的形式——方块展现出艺术家丰富的感情世界,探索了形体、色彩与空间的关系。而同样善于运用几何形态的西班牙雕塑家奥泰萨的风格则显得冷静而克制,其雕塑作品通常看起来虚幻而抽象,没有强烈的情感表现,以高度理性化的手法展现出一种"虚无"的艺术境界。二人所专注的领域虽有不同,但他们的作品都在关注形式与其所在空间之间的复杂关系。     

Strain rate dependency and fragmentation pattern of expanding warheads

For the characterization of the behaviors of a metal material in events like expanding warheads, it is necessary to know its strength and ductility at high strain rates, around 104e105/s. The flyer plate impact testing produces the uniform stress and strain rates but the testing is expensive. The Taylor test is relatively inexpensive but produces non-uniform stress and strain fields, and the results are not so easily inferred for material modeling. In the split-Hopkinson bar(SHB), which may be used in compression, tension and torsion testing, the strain rates never exceeds 103/s. In the present work, we use the expanding ring test where the strain rate is 104e105/s. A streak camera is used to examine the expanding ring velocity, and a water tank is used to collect the fragments. The experimental results are compared with the numerical simulations using the hydrocodes AUTODYN, IMPETUS Afea and a regularized smooth particle(RSPH) software. The number of fragments increases with the increase in the expansion velocity of the rings. The number of fragments is similar to the experimental results. The RSPH software shows much the same results as the AUTODYN where the Lagrangian solver is used for the ring. The IMPETUS Afea solver shows a somewhat different fragmentation characteristic due to the node splitting algorithm that induces pronounced tensile splitting.     

小型直喷柴油机喷雾油线在燃烧室内分布的研究

利用AutoCAD和Pro/E软件，二次开发了一套分析直喷柴油机喷油油束在燃烧室匹配的三维可视化分析软件，依据充分利用燃烧室有有效空间，保证油气均匀混合的原则，给出了等空燃比喷雾油线在燃烧室内的分布方法，提出了匹配理论：直喷柴油机的喷雾油线应对称布置于燃烧室中心与油嘴中心的连线上，活塞位于上止点时油线形成的锥面应轴向等燃烧室的有效容积；相邻油线在活塞顶燃烧室的投影积值与各油孔和喷油嘴轴线形成的夹角不等造成的各喷孔油量差值相一致。     

热连轧磨辊间地坪局部裂陷的分析及处理

裂缝与局部塌陷，是冶金工厂厂房地坪最常见的质量通病，这是由于此类厂房格局多变，务块分割的布局争荷载分布的不均匀性等特点所决定的。因此，通过热连轧车间磨辊间厂房典型的地坪局部塌陷分析与处理，探求避免上述缺陷产生的途径与方法。     

MRC技术在全球油田开发中的应用

MRC技术被国际石油专家们确立为21世纪初最具发展潜力的8项钻井新技术之一,代表了21世纪石油技术的发展的方向。MRC除具有水平井的常规优势外,其成本比单个水平井低,是从1个主井眼中钻成2个或多个分支井眼,从而钻遇多个不同空间位置的产层、增大储层钻穿几率和有效面积、提供多种泄油模式以及控制底水锥进和延缓边水推进速度,进而提高单井油气产量。发达国家MRC的技术日渐成熟,已成为油气田开发的一种重要技术在世界范围内广泛应用,必将为全球油气资源的高水平、高效益开发和可持续发展作出积极贡献。     

圩区排涝模数计算方法研究

合理确定圩区排涝模数对于降低涝灾损失有重要意义。圩区内土地利用性质的不同,会导致产汇流机制和排涝标准的不同,但排涝模数的计算方法基本一致。本文根据圩区下垫面条件进行产汇流计算,入河流量扣除滞蓄量得到排涝模数,充分考虑到圩内河道的调蓄作用。以常熟市为例,对城镇圩区、农业圩区排涝模数进行计算,并分析了两种圩区不同的排涝要求对排涝模数计算方法的影响。     

某炮弹复合参数测试装置的研究

本文概述了某炮弹的复合参数测试装置的特点和研究结果,对炮弹的复合参数的测试方法、实用性及可行性进行了探讨.炮弹参数主要关心的是其过载、冲击及转速.该装置集多种技术于一体,它具有体积小、高可靠性、使用方便等特点.它为炮弹的研制及改进提供了重要的参数.