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检索条件"任意字段=Conference on Algorithms for Multispectral and Hyperspectral Imagery IV"
387 条 记 录,以下是1-10 订阅
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Shrinkage estimators for covariance matrices in spectral remote sensing  30
Shrinkage estimators for covariance matrices in spectral rem...
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conference on algorithms, Technologies, and Applications for multispectral and hyperspectral Imaging XXX
作者: Theiler, James Los Alamos Natl Lab Space Remote Sensing & Data Sci Grp Los Alamos NM 87545 USA
This talk describes investigations of shrinkage parameter estimates for covariance matrices used in spectral processing of remote sensing imagery, such as for target, anomaly, or change detection. These estimates are ... 详细信息
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Chemical signature characterization with hyperspectral imagery: novel deep learning model architectures and physically-motivated data augmentation techniques  30
Chemical signature characterization with hyperspectral image...
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conference on algorithms, Technologies, and Applications for multispectral and hyperspectral Imaging XXX
作者: Byler, Eleanor Forland, Brenda McKay, Myles Pacific Northwest Natl Lab Seattle WA 98109 USA Univ Washington Seattle WA USA
The high spectral resolution afforded by hyperspectral Imaging (HSI) sensors is poised to bring unprecedented advancements to signature characterization applications. Thus far, much of the research in the machine lear... 详细信息
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Multivariate methods to explore system sensitivities for hyperspectral subpixel target detection  30
Multivariate methods to explore system sensitivities for hyp...
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conference on algorithms, Technologies, and Applications for multispectral and hyperspectral Imaging XXX
作者: Canas, Chase Kerekes, John P. Brown, Scott D. Rochester Inst Technol Ctr Imaging Sci 1 Lomb Mem Dr Rochester NY 14623 USA
To explore system sensitivities in hyperspectral subpixel target detection, multivariate methods are applied to output detection metrics generated from a statistical target detection model. The Forecasting and Analysi... 详细信息
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hyperspectral-multispectral image fusion using nearest-neighbor diffusion-based sharpening algorithm  28
Hyperspectral-multispectral image fusion using nearest-neigh...
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conference on algorithms, Technologies, and Applications for multispectral and hyperspectral Imaging XXVIII
作者: Ducay, Rey Messinger, David W. Rochester Inst Technol Chester F Carlson Ctr Imaging Sci 54 Lomb Mem Dr Rochester NY 14623 USA
The nearest-neighbor diffusion-based algorithm (NNDiffuse) has seen great success in multispectral pansharpening. Here, we extend the capabilities of NNDiffuse to perform image fusion of high-res multispectral and low... 详细信息
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A Comparison of Dimensionality Reduction Techniques for hyperspectral imagery  28
A Comparison of Dimensionality Reduction Techniques for Hype...
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conference on algorithms, Technologies, and Applications for multispectral and hyperspectral Imaging XXVIII
作者: Race, Benjamin Wittman, Todd The Citadel Dept Math Sci 171 Moultrie St Charleston SC 29409 USA
Due to the high-dimensional nature of hyperspectral images, dimensionality reduction techniques can improve image analysis by reducing memory requirements, making image processing techniques more efficient, and someti... 详细信息
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Partially Supervised Detection in hyperspectral imagery  28
Partially Supervised Detection in Hyperspectral Imagery
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conference on algorithms, Technologies, and Applications for multispectral and hyperspectral Imaging XXVIII
作者: Heinz, Daniel C. Bahr, Thomas Streutker, David Terrie, Greg Ingram, Michael Harris Geospatial Solut Inc Herndon VA 20170 USA Harris Geospatial Solut GmbH D-82205 Gilching Germany
In this paper, performance of state-of-the-art partially supervised detection algorithms are compared. It can be difficult to characterize the performance of detection algorithms using field data, especially at the su... 详细信息
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Improvements in Multi- and hyperspectral imagery Standards: The Spectral NITF Implementation Profile  28
Improvements in Multi- and Hyperspectral Imagery Standards: ...
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conference on algorithms, Technologies, and Applications for multispectral and hyperspectral Imaging XXVIII
作者: Eckstein, Barbara A. Smith, Jason S. Durdall, Jennifer P. L3Harris Technol 2235 Monroe St Herndon VA 20171 USA L3Harris Technol 400 Initiat Dr Rochester NY 14624 USA Natl Geospatial Intelligence Agcy Res Directorate 7500 GEOINT Dr Springfield VA 22150 USA
Data standards enable low-cost integration and interoperability for data hosted by an enterprise managing multiple data sources, yet standards must change to keep pace with technological advances. hyperspectral imager... 详细信息
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Exploring Crop Yield Prediction with Remote Sensing imagery and AI  3
Exploring Crop Yield Prediction with Remote Sensing Imagery ...
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International conference on Advances in Computing, Communication and Applied Informatics (ACCAI)
作者: Kavipriya, J. Vadivu, G. SRM Inst Sci & Technol Data Sci & Business Syst Chennai India
Planning for agriculture, allocating resources, and ensuring food security all depend on the accurate and timely estimate of the crop yield. This paper investigates the use of Machine Learning (ML) and Deep Learning m... 详细信息
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EVALUATION OF DEEP LEARNING SEMANTIC SEGMENTATION FOR LAND COVER MAPPING ON multispectral, hyperspectral AND HIGH SPATIAL AERIAL imagery  44
EVALUATION OF DEEP LEARNING SEMANTIC SEGMENTATION FOR LAND C...
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44th Asian conference on Remote Sensing, ACRS 2023
作者: Panuntun, Ilham Adi Chen, Ying-Nong Jamaluddin, Ilham Tran, Thi Linh Chi Center for Space and Remote Sensing Research National Central University No. 300 Jhongda Rd. Jhongli Dist. Taoyuan City320317 Taiwan Department of Computer Science and Information Engineering National Central University No. 300 Jhongda Rd. Jhongli Dist. Taoyuan City320317 Taiwan
In the rise of climate change, land cover mapping has become such an urgent need in environmental monitoring. The accuracy of land cover classification has gotten increasingly based on the improvement of remote sensin... 详细信息
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An Effective Transfer Learning Based Landmark Detection Framework for UAV-Based Aerial imagery of Urban Landscapes
An Effective Transfer Learning Based Landmark Detection Fram...
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IEEE SoutheastCon conference
作者: Praveen, Bishwas Menon, Vineetha Mukherjee, Tathagata Mesmer, Bryan Gholston, Sampson Corns, Steven Univ Alabama Dept Comp Sci Huntsville AL 35899 USA Univ Alabama Dept Ind & Syst Engn & Management Huntsville AL USA Missouri Univ Sci & Technol Dept Engn Management & Syst Engn Rolla MO USA
Aerial imagery captured through airborne sensors mounted on Unmanned Aerial Vehicles (UAVs), aircrafts, satellites, etc. in the form of RGB, LiDAR, multispectral or hyperspectral images provide a unique perspective fo... 详细信息
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