An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation
文献类型：期刊论文
| 作者 | Li, Jianquan1,2 ; Long, Xianlei1,2; Xu, De1,2; Gu, Qingyi1,2; Ishii, Idaku3
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| 刊名 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
 |
| 出版日期 | 2020-07-01 |
| 卷号 | 69期号:7页码:4796-4806 |
| ISSN号 | 0018-9456 |
| 关键词 | Field-programmable gate array (FPGA) hardware implementation histogram of oriented gradient (HOG) object detection pixel projection ultrahigh-speed vision |
| DOI | 10.1109/TIM.2019.2953418 |
| 通讯作者 | Gu, Qingyi(qingyi.gu@ia.ac.cn) |
| 英文摘要 | A hardware-oriented ultrahigh-speed object detection and measurement method based on the descriptor of histogram of oriented gradient (HOG) and projection information is proposed in this article. The frame rate is up to 10 000 frames/s through a large amount of algorithm optimization and field-programmable gate array implementation. The input parallelism is 64 pixels characterized with 768 bits per clock cycle, and the stride between detection windows is fixed at 16 pixels through up-clocking operation in the existing algorithm proposed by Li |
| WOS关键词 | BALL ; FEATURES |
| 资助项目 | National Key R&D Program of China[2018YFD0400902] ; National Natural Science Foundation of China[61733004] ; National Natural Science Foundation of China[61873266] ; National Natural Science Foundation of China[61673376] |
| WOS研究方向 | Engineering ; Instruments & Instrumentation |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:000542954500017 |
| 资助机构 | National Key R&D Program of China ; National Natural Science Foundation of China |
| 源URL | [http://ir.ia.ac.cn/handle/173211/39906]  |
| 专题 | 精密感知与控制研究中心_精密感知与控制 中国科学院自动化研究所 |
| 通讯作者 | Gu, Qingyi |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, Res Ctr Precis Sensing & Control, Beijing 100190, Peoples R China 2.Univ Chinese Acad Sci, Sch Comp & Control Engn, Beijing 101408, Peoples R China 3.Hiroshima Univ, Dept Syst Cybernet, Robot Lab, Hiroshima 7398527, Japan |
| 推荐引用方式 GB/T 7714 | Li, Jianquan,Long, Xianlei,Xu, De,et al. An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation[J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,2020,69(7):4796-4806. |
| APA | Li, Jianquan,Long, Xianlei,Xu, De,Gu, Qingyi,&Ishii, Idaku.(2020).An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation.IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT,69(7),4796-4806. |
| MLA | Li, Jianquan,et al."An Ultrahigh-Speed Object Detection Method With Projection-Based Position Compensation".IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 69.7(2020):4796-4806. |
入库方式： OAI收割
来源：自动化研究所
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