C. O. Quero, Daniel Durini, J. Rangel-Magdaleno, José Martínez-Carranza, Ruben Ramos-Garcia
{"title":"新兴视觉技术:SPI 摄像机概述","authors":"C. O. Quero, Daniel Durini, J. Rangel-Magdaleno, José Martínez-Carranza, Ruben Ramos-Garcia","doi":"10.1109/MIM.2024.10472984","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":"76 1","pages":"38-47"},"PeriodicalIF":16.4000,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Emerging Vision Technology: SPI Camera an Overview\",\"authors\":\"C. O. Quero, Daniel Durini, J. Rangel-Magdaleno, José Martínez-Carranza, Ruben Ramos-Garcia\",\"doi\":\"10.1109/MIM.2024.10472984\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":1,\"journal\":{\"name\":\"Accounts of Chemical Research\",\"volume\":\"76 1\",\"pages\":\"38-47\"},\"PeriodicalIF\":16.4000,\"publicationDate\":\"2024-04-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Accounts of Chemical Research\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1109/MIM.2024.10472984\",\"RegionNum\":1,\"RegionCategory\":\"化学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CHEMISTRY, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1109/MIM.2024.10472984","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
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.
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.