Automotive Vision Grabber: FPGA design, cameras and data transfer over PCIe

I. Vidó, Ivana Škorić, Dominik Mitrović, M. Milosevic, M. Herceg
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引用次数: 5

Abstract

In this paper, a system which enables testing and faster development in automotive industry is proposed. The system enables testing in a very simple way, allowing for cost savings during testing and development, as well as raising security in a way that first tests are not to be performed on real roads, but are done in the laboratory. Automotive Machine Vision Grabber is a device whose purpose is capturing multiple video streams and saving them to hard disk drive. Captured streams could then be used for testing various ADAS algorithms used in automotive. This paper shows implementation of FPGA design, camera control system and PCIe interface. Furthermore, different tests were performed, while the obtained results are promising.
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汽车视觉捕捉器:FPGA设计,摄像头和PCIe数据传输
本文提出了一种能够在汽车工业中实现测试和快速开发的系统。该系统能够以非常简单的方式进行测试,从而在测试和开发过程中节省成本,同时提高安全性,因为首次测试不是在真实道路上进行,而是在实验室中进行。汽车机器视觉抓取器是一种用于捕获多个视频流并将其保存到硬盘驱动器的设备。捕获的数据流可用于测试汽车中使用的各种ADAS算法。本文给出了FPGA设计、摄像机控制系统和PCIe接口的实现。此外,还进行了不同的试验,得到了令人满意的结果。
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Software solution stack for data transfer on a frame grabber platform Classification of Objects Detected by the Camera based on Convolutional Neural Network Design and development of a smart attendance management system with Bluetooth low energy beacons Automotive Vision Grabber: FPGA design, cameras and data transfer over PCIe Object detection and object tracking in front of the vehicle using front view camera
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