ID | 原文 | 译文 |
40606 | 针对当前神经网络加速器难以高效实现目标跟踪边框后处理的问题,提出一种高效的目标跟踪专用加速器. | Since the current nerual network accelerator couldn't efficiently accelerate the post-processing of object tracking, a dedicated object trackeris proposed. |
40607 | 引入神经网络架构,用于提取输入视图特征 | A neural network architecture is introduced to extract the features of the input feature map. |
40608 | 并生成边框置信度与偏移量集合. | At the meanwhile, it generates thebounding box confidence and position offset sets. |
40609 | 随后针对目标跟踪的边框处理设计了专用于边框的回归、惩罚以及提取操作的加速模块, | Adedicated acceleration module is designed for the anchor regression, penalty calculation and extraction. |
40610 | 通过同步神经网络加速器与专用加速模块间的数据,以流水结构并行执行特征提取与边框操作, | By synchronizing the data between the neural network accelerator and the dedicated module, a new pipelined structure is proposed to execute the feature extraction and anchor regression in parallel. |
40611 | 实现基于深度学习目标跟踪的端到端处理. | Therefore, the end-to-end processing of the object tracking is efficiently achieved. |
40612 | 设计了一种低成本的64倍降采样数字抽取滤波器,对∑△ADC的输出码流进行滤波和抽取. | A low-cost 64 times down sampling digital decimation filter is designed to filter and extract the output stream of ∑△ ADC. |
40613 | 为节省面积和保证稳定性,首先选用2抽取级联的滤波器实现方式; | In order to save the area and ensure stability, a two-decimation cascaded filter type is selected firstly. |
40614 | 其次对单级滤波器进行结构优化,采用更省面积的折叠转置结构; | Secondly, the structure of the single-stage filter is optimized, and the folded transposition structure with less area is adopted; |
40615 | 在此基础上对系数相乘与加法部分进行了系数优化和公共项提取; | on this basis, the coefficient optimization and common term extraction of the coefficient multiplication and addition part are carried out. |