Presentation attack detection based on two-stream vision transformers with self-attention fusion

Aiming at the performance degradation of the existing presentation attack detection methods due to the illumination variation, a two-stream vision transformers framework (TSViT) based on transfer learning in two complementary spaces is proposed in this paper. The face images of RGB color space and multi-scale retinex with color restoration (MSRCR) space are fed to TSViT to learn the distinguishing features of presentation attack detection. To effectively fuse features from two sources (RGB color space images and MSRCR images), a feature fusion method based on self-attention is built, which can effectively capture the complementarity of two features. Experiments and analysis on Oulu-NPU, CASIA-MFSD, and Replay-Attack databases show that it outperforms most existing methods in intra-database testing and achieves good generalization performance in cross-database testing.     

一种用于电气设备状态监测的新式FBG传感器北大核心CSCD

为了监测绕组变压器的静态应力场和发生短路等故障时的动态应力变化,设计了一种用于电气设备状态监测的新式FBG传感器。该传感器由聚醚醚酮材料封装的FBG构成,通过内部圆锥形空腔结构实现将轴向应力集中于FBG敏感位置。通过仿真对不同压力强度下传感器结构的应力场部分及形变趋势进行了计算与分析,论证了设计的合理性。实验分别对静态载荷和动态冲击进行测试,结果显示,在静态压载测试中,当100 N相似文献   

Korean automatic spacing using pretrained transformer encoder and analysis

Automatic spacing in Korean is used to correct spacing units in a given input sentence. The demand for automatic spacing has been increasing owing to frequent incorrect spacing in recent media, such as the Internet and mobile networks. Therefore, herein, we propose a transformer encoder that reads a sentence bidirectionally and can be pretrained using an out-of-task corpus. Notably, our model exhibited the highest character accuracy (98.42%) among the existing automatic spacing models for Korean. We experimentally validated the effectiveness of bidirectional encoding and pretraining for automatic spacing in Korean. Moreover, we conclude that pretraining is more important than fine-tuning and data size.     

VO2/GaAs异质结的制备及其光电特性研究

采用直流磁控溅射和后退火氧化工艺在p型GaAs单晶衬底上成功制备了n-VO_2/pGaAs异质结,研究了不同退火温度和退火时间对VO_2/GaAs异质结性能的影响,并分析其结晶取向、化学组分、膜层质量以及光电特性。结果表明,在退火时间2 h和退火温度693 K下能得到相变性能最佳的VO_2薄膜,相变前后电阻变化约2个数量级。VO_2/GaAs异质结在308 K、318 K和328 K温度下具有较好的整流特性,对应温度下的阈值跳变电压分别为6.9 V、6.6 V和6.2 V,该结果为基于VO_2相变特性的异质结光电器件的设计与应用提供了可行性。     

DR环形吹风冷却装置及智能控制系统设计研究

介绍了河北达瑞化纤机械有限公司开发的DR环形吹风冷却装置,该装置能实现自动、精准、快速更换整流筒,打破了原有环吹风装置整流筒从风室顶部安装这一传统模式,利用风室底部安装和风室密封结构改变,采用气缸动力下的自动调节技术,实现了快速更换整流筒。该装置在维修和更换整流筒组件时,无须搬动上压盖,无须拆装若干螺栓,能自动化操作,降低了操作工人劳动强度,缩短了操作时间。开发的DCS智能控制系统,实现了实时智能监测冷却吹风装置的运行状况。     

简析变压器油的生产工艺及质量

本文简要介绍了变压器油的运用价值,同时分析如何实现对变压器油生产工艺的优化,并从物理性能以及化学性能两个方面分析生产工艺改良后变压器油整体质量,以期为变压器油生产工作提供一定的参考与帮助。     

浅谈高压变频调速变压器及高压变频系统结构

介绍了高压变频调速变压器及高压变频器系统的基本原理及结构,详细论述了系统各组成部分的功能,并进行了举例说明。     

Investigation on SCR-based ESD protection device for biomedical integrated circuits in a 0.18-μm CMOS process

In these decades, integrated circuits for biomedical electronics applications have been designed and implemented in CMOS technologies. In order to be safely used by human, all microelectronic products must meet the reliability specifications. Therefore, electrostatic discharge (ESD) must be taken into consideration. To protect the biomedical integrated circuits in CMOS technologies from ESD damage, a dual-directional silicon-controlled rectifier (DDSCR) device was presented in this work. Experimental results show that the DDSCR has the advantages of high ESD robustness, low leakage, large swing tolerance, and good latchup immunity. The DDSCR was suitable for ESD protection in biomedical integrated circuits.     

尊村引黄泵站变压器的改造

根据尊村引黄泵站当地的地理条件,对泵站变压器的设计原理和技术参数进行了分析,对变压器节能措施进行了探讨,通过新旧型号和相近容量的变压器参数的比选,确定了适合尊村引黄泵站的变压器。