基于双重自注意力机制的人脸图像修复

人脸图像修复旨在修复输入人脸图像中的缺失区域,生成令人满意的高质量修复结果.然而当存在大面积缺失时,直接修复缺失人脸图像十分困难,此时修复网络的全局上下文信息感知能力是影响修复结果的关键.鉴于此,本文提出了软硬注意力相结合的双重自注意力模块.该模块通过全局相似度计算来获得软硬两种注意力特征,之后对两种注意力特征进行自适应融合,进而提高修复网络对全局上下文信息的感知能力.此外,本文进一步提出了多尺度生成对抗网络以加强对修复结果的监督,促使修复网络生成更高质量的修复结果.实验结果表明,本文方法在定量和定性评测上均优于五种先进的对比方法.     

陡脉冲肿瘤治疗仪的研制及应用

在一定电场强度陡脉冲的作用下，细胞膜会形成大量微孔，其数量和孔径会随电场强度的增加而激增，从而引起膜组织断裂，导致细胞死亡，这种现象被称为不可逆性电击穿，为了研究陡脉冲对肿瘤细胞的不可逆性电击穿，应用现代电力电子技术和高电压新技术，研制出了一套脉冲峰值、脉冲宽度、脉冲重复频率和脉冲陡度独立可调的能量可控陡脉冲肿瘤治疗仪。分析了该治疗仪各部分电路的工作原理，在实验室调试成功的基础上，应用该仪器对人卵巢腺癌SKOV3细胞进行了细胞实验，调试时的示波器实测波形和细胞实验的电镜结果表明，该治疗仪性能稳定，能够方便地调节输出脉冲的能量，能有效地杀伤肿瘤细胞。     

Differential rotation of geomagnetic field

The westward drift of the main geomagnetic field has been extensively studied since Halley[1] first discov-ered this phenomenon. It has been widely accepted that the global field drifts westward with an average velocity of 0.2/a[2—4]. The detailed features of the drift have been also detected, such as different drift rates for dipole and non-dipole fields, drifting and standing parts in the field, the latitudinal dependence of the drift rate, and the north-ward drift[5—12]. Several models, f…     

Glycine-rich proteins as structural components of plant cell walls

Glycine-rich proteins (GRPs) have been found in the cell walls of many higher plants and form a third group of structural protein components of the wall in addition to extensins and proline-rich proteins. The primary sequences of GRPs contain more than 60% glycine. GRPs are localized mainly in the vascular tissue of the plant, and their coding genes provide an excellent system to analyze the molecular basis of vascular-specific gene expression. In French bean, the major cell wall GRP has been localized at the ultrastructural level in the modified primary cell wall of protoxylem. Immunological studies showed that it forms a major part of these highly extensible and specialized cell walls. Specific digestion of GRP1.8 from bean by collagenase suggests that it shares structural similarities with collagen. The protein is synthesized by living protoxylem cells as well as xylem parenchyma cells. After cell death, GRPs are exported from neighboring xylem parenchyma cells to the protoxylem wall, a rare example of protein transport between cells in plants. We propose that GRPs are part of a repair system of the plant during the stretching phase of protoxylem.     

软件结构级上的需求变化处理

为处理需求变化,提出一种基于软件结构引入技术的变化处理机制（Variant Handing Based on Software Architecture Introduction,VHBSAI）和它的4个具体的与软件开发相关的实施步骤（需求变化的分析和识别,变化对象的转化,软件结构的引入,软件结构的调整）,以达到对其他变化处理技术进行指导,以及以模块上的操作手段,有效地进行软件系统维护,VHBSAI为软件系统生命周期、开发效益等问题提供了新的解决方法,最后以成功的实例验证说明了VHBSAI的有效性。     

热处理作用下碳钢氢腐蚀裂纹愈合规律

对含氢腐蚀裂纹的碳钢进行再热处理后,SEM观察表明,氢蚀裂发生了不同程度的愈合,实验结果表明：长度约为10μm的碳钢氢蚀裂纹完全愈合的热处理条件下是从室温到1000℃热循环5次,共10h,氢蚀裂纹的愈合机制是热扩散,发生氢蚀裂纹愈合的动力是氢蚀气泡或裂纹长大导致的塑性变 能E8。在铁、碳和氢原子扩散都足够快的情况下,氢蚀裂纹愈合的条件是E8大于裂纹愈合所必须克服的表面张力能。     

Mutations in CAV3 cause mechanical hyperirritability of skeletal muscle in rippling muscle disease.

Hereditary rippling muscle disease (RMD) is an autosomal dominant human disorder characterized by mechanically triggered contractions of skeletal muscle. Genome-wide linkage analysis has identified an RMD locus on chromosome 3p25. We found missense mutations in positional candidate CAV3 (encoding caveolin 3; ref. 5) in all five families analyzed. Mutations in CAV3 have also been described in limb-girdle muscular dystrophy type 1C (LGMD1C; refs. 6,7), demonstrating the allelism of dystrophic and non-dystrophic muscle diseases.     

我国汽车保有量预测方法浅析

对影响我国汽车市场的主要因素进行了分析,建立了以指数平滑、多元回归、神经网络为基础的汽车保有量预测模型,并对三种模型的适用性作了简单分析．     

提高客户机／服务器应用系统性能的一些方法

以SQL Senrer 7．0服务器为平台提出如何在客户端与服务器合理分布处理逻辑。重点阐述了如何在服务器端使用完整性约束,数据库触发器和存储过程来完成处理逻辑．以减少网络传输,使客户机／服务器应用系统有较高的处理效率。