A secure workflow-based automated research manager

被引:0
|
作者
Riek, Jonathan K. [1 ]
Wemett, Brian D. [1 ]
Keefer, Dale A. [1 ]
Weetman, Robert J. [1 ]
Mazzola, Anthony F. [1 ]
Leathers, Robert A. [2 ]
Downes, Trijntje V. [2 ]
机构
[1] VirtualScopics Inc, 500 Linden Oaks, Rochester, NY 14625 USA
[2] US Naval Res Lab, Opt Sci Div, Washington, DC 20375 USA
来源
关键词
hyperspectral; image processing; system; distributed computing; algorithm development; secure; database;
D O I
10.1117/12.777157
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Designing and testing algorithms to process hyperspectral imagery is a difficult process due to the sheer volume of the data that needs to be analyzed. It is not only time-consuming and memory-intensive, but also consumes a great amount of disk space and is difficult to track the results. We present a system that addresses these issues by storing all information in a centralized database, routing the processing of the data to compute servers, and presenting an intuitive interface for running experiments on multiple images with varying parameters.
引用
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页数:8
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