新兴视觉技术:SPI 摄像机概述

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
C. O. Quero, Daniel Durini, J. Rangel-Magdaleno, José Martínez-Carranza, Ruben Ramos-Garcia
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引用次数: 0

摘要

新兴视觉技术,尤其是单像素成像(SPI)相机,近年来备受关注。本作品概述了这一创新成像技术的进展和应用。SPI 利用改进的重构算法,能够通过使用单个探测器元件获得的压缩测量值重构图像。该技术的微型化和集成化使其能够应用于小型便携式设备,从而扩大了其潜在应用范围。实时成像和视频捕捉功能的实现,使动态场景捕捉和分析成为可能。通过新型硬件和计算技术提高了灵敏度和分辨率。还采用了深度学习方法来进一步增强成像能力,并从获取的数据中提取有意义的信息。医学成像、生物光子学、物体识别、跟踪、遥感、地球观测、工业检测和质量控制等多个领域都受益于这项技术。SPI 摄像机的不断进步为各个领域带来了巨大的变革,为成像和分析带来了新的机遇。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Emerging Vision Technology: SPI Camera an Overview
Emerging vision technology, particularly Single-Pixel Imaging (SPI) cameras, has garnered significant attention in recent years. This work provides an overview of the advancements and applications of this innovative imaging technique. SPI utilizes improved reconstruction algorithms, enabling the reconstruction of images from compressed measurements obtained using a single detector element. The miniaturization and integration of this technology have led to its incorporation into compact and portable devices, expanding its range of potential applications. Real-time imaging and video capture capabilities have been achieved, allowing for dynamic scene capture and analysis. Enhanced sensitivity and resolution have been achieved through novel hardware and computational techniques. Deep learning approaches have been employed to further enhance the imaging capabilities and extract meaningful information from the acquired data. Medical imaging, biophotonics, object recognition, tracking, remote sensing, Earth observation, industrial inspection, and quality control are among the diverse areas benefiting from this technology. The continuous advancements in SPI cameras hold great promise for revolutionizing various fields and unlocking new opportunities for imaging and analysis.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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