2020 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)最新文献

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A High-Performance Symmetric Hybrid Form Design for High-Order FIR Filters 高阶FIR滤波器的高性能对称混合形式设计
2020 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS) Pub Date : 2020-12-08 DOI: 10.1109/APCCAS50809.2020.9301685
Jinghao Ye, M. Yanagisawa, Youhua Shi
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引用次数: 0
Fast Object Detection on the Road 快速目标检测在道路上
2020 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS) Pub Date : 2020-12-08 DOI: 10.1109/APCCAS50809.2020.9301706
T. Teo, Y. Tan
{"title":"Fast Object Detection on the Road","authors":"T. Teo, Y. Tan","doi":"10.1109/APCCAS50809.2020.9301706","DOIUrl":"https://doi.org/10.1109/APCCAS50809.2020.9301706","url":null,"abstract":"Autonomous vehicles using Artificial Intelligence (AI) technologies requires various sensors such as radars, lidar, ultrasonic, and etc. to mimic the human visual perception in monitoring the road condition. Wide-angle camera is also often adopted for better coverage of view. Those sensors generates massive amount of data that could be processed with the cloud computing through the wireless communication. However, the cloud computing may not be a feasible solution, such as for real-time detection systems. In this work, we examine the implementation of the deep-learning (DL) real-time object detection models on the edge devices that is connected to the wide-angle camera. This visual system can achieve real-time object detection with a latency of less than 0.2 ms. The DL model also help to mitigate the distortion that is introduced by the wide-angle camera. Such a detection system will be able to warn the user of his or her surrounding road conditions.","PeriodicalId":127075,"journal":{"name":"2020 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128108374","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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