ID 原文 译文
15305 在边缘计算系统中,为了处理的速度,通常选择较小的神经网络进行人脸识别,这样会导致识别率低。 In the edge computing system, in order to deal with the speed, we usually choose a smaller neural network for face recog-nition, which may cause the recognition rate is not very high.
15306 并且在实际应用中大多都是对于图片质量较高的人脸可以很好地识别,但对于受光照影响较大、表情和姿态变化大的图片识别率不是很高。 And in practical applications, most of them can recognize the face with high image quality, but the recognition rate is not very high for the face which is greatly affected by the light and has great changes in expression and posture.
15307 因此,选择SqueezeNet轻量级网络,该网络层数小,可以很好地运用于边缘计算系统中。 Therefore, this paper chooses the SqueezeNet lightweight network, which has a small number of layers and can be well used in edge computing system.
15308 采用了预处理的方法来对图片进行预处理,然后改进了SqueezeNet网络的损失函数以及加入了ResNet网络中的残差学习方法。 The method of preprocessing is used to preprocess the image, and then the loss function of SqueezeNet network and the residual learning method of ResNet network are improved.
15309 最后通过对LFW和IJBA数据集进行测试,该研究方法明显提高了识别率。 Finally, through the test of LFW and IJB-A data set, it is concluded that the research method in this paper can significantly improve the recognition rate.
15310 介绍了基于HVCMOS工艺的低成本、高集成度、强驱动性能功率集成电路(Power IC,PIC)H桥的设计实现。 The design and realization of a H-bridge which is power integrated circuit( Power IC, PIC) and based on the HVCMOS process with low cost, high integration and strong driving performance is introduced.
15311 建立的金属互连线评估模型可在设计早期对H桥物理版图方案进行优差性判断,不依赖设计后仿真,从而提高设计效率。 The established metal interconnection evaluation model can judge the H-bridge physical layout in the early stage of the design and does not rely on post-design simulation, thereby improving design efficiency.
15312 H桥不同互连线设计方案的比较结果表明,多插指阵列器件互连线(M2及以上层金属)与器件本体的金属层M1垂直、梯形状互连结构,能够提高互连线沿电流流向的有效长宽比,减小寄生电阻。 The comparison result of different interconnection design of H-bridge shows that the interconnection of multi-finger array device(M2 layer and above metal) is perpendicular to the metal layer M1 of the device and ladder-shaped structure can improve the effective aspect ratio of the interconnection along the current flow direction, thus reduce parasitic resistance.
15313 针对不同应用场景下LVDS通信协议体现在数据位宽、帧格式和存储方式的选择差异性和数据收发灵活性,提出一种基于AXI总线的可配置LVDS控制器设计与验证方案。 In view of the differences of data bit width, frame format and storage mode and flexibility of data transmission in different application scenarios, a configurable LVDS controller based on AXI bus was proposed.
15314 为了实现对LVDS控制器的精确控制,增加基于APB接口的可配置寄存器模块,在SoC系统上由软件控制数据传输,有效提高了数据收发的灵活性； In order to achieve precise control of LVDS controller, a configurable register module based on APB interface was added, and data transmission was controlled by soft-ware on the SoC system, which effectively improved the flexibility of data transmission and reception.