ID 原文 译文
40766 在Xilinx ZCU102开发板上的仿真表明:该改进的目标检测算法速度达到29 FPS(Frames Per Second)，精度达到62.3 mAP。 Hardware simulation under Xilinx ZCU102 shows that the improved target detection algorithm can reach the speed of 29 FPS(Frames Per Second) and the accuracy of 62.3 mAP.
40767 最近基于卷积神经网络的端到端学习算法在去雾方面取得了进展，但这些算法大都使用过深过大的网络去拟合含雾图像数据，从而导致去雾速度偏慢。 Recently, end-to-end learning algorithms based on convolutional neural networks have made progress in defogging, but most of them use networks that are too deep and too large to fit foggy image data, resulting in slow defogging speed.
40768 为解决此问题，本文提出了一个用于单幅图像快速去雾的高效去雾模型。该模型基于改进的Ghost模块构建轻量级神经网络; To solve this problem, an efficient defogging model is proposed in this paper, which can be used to quickly defog a single image.
40769 将金字塔池化和注意力机制结合获取图像不同区域的上下文信息，从而提高了网络获取含雾图像全局信息的能力。 The model is based on the improved GHOST module to build a lightweight neural network.Pyramid pooling and attention mechanism are combined to obtain the context information of different areas of the image, thus improving the network's ability to obtain the global information of foggy images.
40770 该网络在RESIDE的室外数据集进行训练和测试。 The network RESIDE in Donatella's outdoor data set for training and testing.
40771 实验结果表明:相比较DCP、MSCNN、AODNet等先进算法，所提出的方法具有令人满意的去雾质量和速度。 Experimental results show that, compared with DCP, MSCNN, AODNet and other advanced algorithms, the proposed method has satisfactory defogging quality and speed.
40772 针对目前时间敏感网络(Time Sensitive Network， TSN)中多采用离线调度，在处理动态需求时调度开销过大的问题，提出了一种适用于TSN的基于整数线性规划(Integer Linear Programming， ILP)的动态流量均衡调度算法。 In order to solve the problem that off-line scheduling is often used in Time Sensitive Network(TSN), and the scheduling overhead is too high when dealing with dynamic demands, a dynamic flow balancing scheduling algorithm based on integer linear programming(ILP) for TSN is proposed.
40773 该算法以已生成的离线调度表为基础，通过一种增量计算方式，有效降低拓扑和业务变化带来的开销; Based on the generated offline scheduling table, the algorithm can effectively reduce the overhead caused by topology and service changes through an incremental calculation method.
40774 同时，针对链路负载可能出现的极端情况，制订了流量均衡策略，避免出现延时瓶颈问题，进而提升通信实时性。 At the same time, according to the extreme situation of the link load, the traffic balancing strategy is formulated to avoid the delay bottleneck problem, and then improve the real-time communication performance.
40775 实验数据表明，与传统静态调度算法相比，在处理动态流量时的运算时间减少，链路负载更加均衡。 Experimental data shows that compared with the traditional static scheduling algorithm, the computing time is greatly reduced and the link load is balanced better.