Evaluation of a Time-Gated-Single-Pixel-Camera as a Promising Sensor for Autonomous Vehicles in Harsh Weather Conditions

IF 1.9 4区物理与天体物理 Q3 OPTICS

Journal of the European Optical Society-Rapid Publications Pub Date : 2023-04-21 DOI:10.1051/jeos/2023023

C. Bett

引用次数: 4

Abstract

We propose a Time-Gated-Single-Pixel-Camera as a promising sensor for image-free object detection for automotive application in adverse weather conditions. By combining the well-known principles of time-gating and single-pixel detection with neural networks, we aim to ultimately detect objects within the scene rapidly and robustly with a low-cost sensor. Here, we evaluate the possible data reduction such a system can provide compared to a conventional time-gated camera.

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时间门控单像素相机作为恶劣天气条件下自动驾驶汽车的一种有前途的传感器的评估

我们提出了一种时间门控单像素相机作为一种有前途的传感器，用于在恶劣天气条件下的汽车无图像目标检测应用。通过将众所周知的时间门控和单像素检测原理与神经网络相结合，我们的目标是最终使用低成本的传感器快速鲁棒地检测场景中的物体。在这里，我们评估了与传统的时间门控相机相比，这种系统可以提供的可能的数据减少。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of the European Optical Society-Rapid Publications 物理-光学

CiteScore

2.40

自引率

0.00%

发文量

审稿时长

5 weeks

期刊介绍： Rapid progress in optics and photonics has broadened its application enormously into many branches, including information and communication technology, security, sensing, bio- and medical sciences, healthcare and chemistry. Recent achievements in other sciences have allowed continual discovery of new natural mysteries and formulation of challenging goals for optics that require further development of modern concepts and running fundamental research. The Journal of the European Optical Society – Rapid Publications (JEOS:RP) aims to tackle all of the aforementioned points in the form of prompt, scientific, high-quality communications that report on the latest findings. It presents emerging technologies and outlining strategic goals in optics and photonics. The journal covers both fundamental and applied topics, including but not limited to: Classical and quantum optics Light/matter interaction Optical communication Micro- and nanooptics Nonlinear optical phenomena Optical materials Optical metrology Optical spectroscopy Colour research Nano and metamaterials Modern photonics technology Optical engineering, design and instrumentation Optical applications in bio-physics and medicine Interdisciplinary fields using photonics, such as in energy, climate change and cultural heritage The journal aims to provide readers with recent and important achievements in optics/photonics and, as its name suggests, it strives for the shortest possible publication time.