Detection and Implementation of Driver's Seatbelt Based on FPGA
文献类型：会议论文
| 作者 | Liu, Zhanning2; Liu YP(刘云鹏)1 ; Wang, Shixian2; Zhang ZJ(张志佳)2; Wu TS(吴天舒)1,2
|
| 出版日期 | 2019 |
| 会议日期 | February 22-24, 2019 |
| 会议地点 | Guangzhou, China |
| 页码 | 1-6 |
| 英文摘要 | In this paper, the driver's seatbelt detection algorithm is transplanted to the PYNQ embedded platform of XILINX to meet the technical requirements of automatic identification and detection of whether the driver wears a seatbelt or not. In this paper, aiming at the characteristics of the hardware of the FPGA, the driver's seatbelt detection algorithm is realized by IP core from XILINX open source. Vehicle detection is realized by using YOLO object detection algorithm with 3 bit weight and 1 bit activation, and driver's seatbelt classification is realized by using binary model with 1 bit weight and 1 bit activation. On the PYNQ embedded hardware of XILINX, the acceleration of the algorithm is realized by calling the hardware of FPGA on the ARM side. |
| 产权排序 | 1 |
| 会议录 | 2019 3rd International Conference on Machine Vision and Information Technology, CMVIT 2019
 |
| 会议录出版者 | IOP |
| 会议录出版地 | Bristol, UK |
| 语种 | 英语 |
| ISSN号 | 1742-6588 |
| WOS记录号 | WOS:000492959200075 |
| 源URL | [http://ir.sia.cn/handle/173321/25235]  |
| 专题 | 沈阳自动化研究所_光电信息技术研究室 |
| 通讯作者 | Zhang ZJ(张志佳) |
| 作者单位 | 1.Shenyang Institute of Automation, Chinese Academy of Sciences, China 2.School of Information Science and Engineering, Shenyang University of Technology, China |
| 推荐引用方式 GB/T 7714 | Liu, Zhanning,Liu YP,Wang, Shixian,et al. Detection and Implementation of Driver's Seatbelt Based on FPGA[C]. 见:. Guangzhou, China. February 22-24, 2019. |
入库方式： OAI收割
来源：沈阳自动化研究所
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