摘要翻译:
本文旨在利用OpenCV的图像处理功能,开发一种鲁棒灵活的空车位检测算法。它不需要独立的传感器来检测汽车,而是使用来自不同来源和服务器的实时图像来一起考虑一组插槽。这大大降低了设计高效停车系统所需的费用,并增加了操作的灵活性。该方法包括使用带有识别算法的便携式处理系统,并可选择提取图像并将其导入指定的服务器。结果可以在一个自定义网站上查看,可以选择保留特定的空槽和GPS导航到选定的槽。
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英文标题:
《Image Handling and Processing for Efficient Parking Space Detection and
Navigation Aid》
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作者:
Chetan Sai Tutika, Charan Vallapaneni, Karthikeyan B
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最新提交年份:
2018
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分类信息:
一级分类:Electrical Engineering and Systems Science 电气工程与系统科学
二级分类:Image and Video Processing 图像和视频处理
分类描述:Theory, algorithms, and architectures for the formation, capture, processing, communication, analysis, and display of images, video, and multidimensional signals in a wide variety of applications. Topics of interest include: mathematical, statistical, and perceptual image and video modeling and representation; linear and nonlinear filtering, de-blurring, enhancement, restoration, and reconstruction from degraded, low-resolution or tomographic data; lossless and lossy compression and coding; segmentation, alignment, and recognition; image rendering, visualization, and printing; computational imaging, including ultrasound, tomographic and magnetic resonance imaging; and image and video analysis, synthesis, storage, search and retrieval.
用于图像、视频和多维信号的形成、捕获、处理、通信、分析和显示的理论、算法和体系结构。感兴趣的主题包括:数学,统计,和感知图像和视频建模和表示;线性和非线性滤波、去模糊、增强、恢复和重建退化、低分辨率或层析数据;无损和有损压缩编码;分割、对齐和识别;图像渲染、可视化和打印;计算成像,包括超声、断层和磁共振成像;以及图像和视频的分析、合成、存储、搜索和检索。
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英文摘要:
This paper aims to develop a robust and flexible algorithm for vacant parking space detections using the image processing capabilities of OpenCV. It removes the need for independent sensors to detect a car and instead, uses real-time images derived from various sources and servers to consider a group of slots together. This greatly decreases the expenses required to design an efficient parking system and increases the flexibility of the operation. This method includes the use of a portable processing system with recognition algorithm and has the option of extracting and importing images to the specified servers. The results can be viewed on a custom website with the option to reserve the particular empty slots and GPS navigations to the selected slots.
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PDF链接:
https://arxiv.org/pdf/1807.02424