Video-rate visible to LWIR hyperspectral imaging and image exploitation

M. Dombrowski, Jagmohan Bajaj, P. Willson
{"title":"Video-rate visible to LWIR hyperspectral imaging and image exploitation","authors":"M. Dombrowski, Jagmohan Bajaj, P. Willson","doi":"10.1109/AIPR.2002.1182273","DOIUrl":null,"url":null,"abstract":"Hyperspectral imaging provides the potential to extract information about objects in a scene that is unavailable to panchromatic imagers. This increased utility, however, comes at the cost of tremendously increased data. To have the broadest range of applications, extraction of the spectral information must occur in real-time. Attempting to produce and exploit complete cubes of hyperspectral imagery at video rates, however, presents unique problems, since data rates are scaled by the number of spectral planes in the cube. MIDIS (multi-band identification and discrimination imaging spectroradiometer) allows both real-time collection and processing of hyperspectral imagery over the range of 0.4 /spl mu/m to 12 /spl mu/m. We present the major design innovations associated with producing high-speed, high-sensitivity hyperspectral imagers operating in the VIS/NIR SWIR/MWIR and LWIR and of the electronics able to handle data rates up to 160 megapixels per second, continuously. Details of two realtime spectral imaging techniques used in MIDIS, dispersive and Fourier transform, are presented. Key to development of MIDIS are high-speed, high sensitivity arrays operating in the stated bands. Real-time algorithms able to exploit the spectral dimension of the imagery are also discussed. Beyond design and performance issues, the paper also discusses applications of real-time hyperspectral imaging technology, including problems such as mine detection, countering CC&D (camouflage, concealment, and deception), and counter terrorism applications.","PeriodicalId":379110,"journal":{"name":"Applied Imagery Pattern Recognition Workshop, 2002. Proceedings.","volume":"48 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2002-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Applied Imagery Pattern Recognition Workshop, 2002. Proceedings.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIPR.2002.1182273","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

Abstract

Hyperspectral imaging provides the potential to extract information about objects in a scene that is unavailable to panchromatic imagers. This increased utility, however, comes at the cost of tremendously increased data. To have the broadest range of applications, extraction of the spectral information must occur in real-time. Attempting to produce and exploit complete cubes of hyperspectral imagery at video rates, however, presents unique problems, since data rates are scaled by the number of spectral planes in the cube. MIDIS (multi-band identification and discrimination imaging spectroradiometer) allows both real-time collection and processing of hyperspectral imagery over the range of 0.4 /spl mu/m to 12 /spl mu/m. We present the major design innovations associated with producing high-speed, high-sensitivity hyperspectral imagers operating in the VIS/NIR SWIR/MWIR and LWIR and of the electronics able to handle data rates up to 160 megapixels per second, continuously. Details of two realtime spectral imaging techniques used in MIDIS, dispersive and Fourier transform, are presented. Key to development of MIDIS are high-speed, high sensitivity arrays operating in the stated bands. Real-time algorithms able to exploit the spectral dimension of the imagery are also discussed. Beyond design and performance issues, the paper also discusses applications of real-time hyperspectral imaging technology, including problems such as mine detection, countering CC&D (camouflage, concealment, and deception), and counter terrorism applications.
视频率可见的低红外高光谱成像和图像开发
高光谱成像提供了提取场景中物体信息的潜力,这是全色成像仪无法获得的。然而,这种增加的效用是以大量增加的数据为代价的。为了获得最广泛的应用,光谱信息的提取必须实时进行。然而,试图以视频速率生成和利用高光谱图像的完整立方体,会出现独特的问题,因为数据速率是由立方体中光谱平面的数量缩放的。MIDIS(多波段识别和分辨成像光谱仪)可以实时收集和处理0.4 /spl μ m至12 /spl μ m范围内的高光谱图像。我们介绍了与生产高速、高灵敏度高光谱成像仪相关的主要设计创新,这些成像仪在VIS/NIR、SWIR/MWIR和LWIR中运行,并且能够连续处理每秒高达1.6亿像素的数据速率。详细介绍了用于MIDIS的两种实时光谱成像技术,色散和傅立叶变换。发展MIDIS的关键是在规定波段内高速、高灵敏度的阵列。还讨论了能够利用图像光谱维度的实时算法。除了设计和性能问题,本文还讨论了实时高光谱成像技术的应用,包括地雷探测、对抗CC&D(伪装、隐藏和欺骗)和反恐应用等问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信