Data and Image Processing

Data and Image Processing
Data and Image Processing
Algorithms, Data Analysis, Data Processing
nu-Anomica (Previously Sparse One Class Support Vector Machines (SOC-SVMs))
nu-Anomica is an anomaly detector that can run faster than traditional OC-SVMs. The technology can handle large training sets and works with a well-defined target function. The program utilizes the OSU SVMs code (which is a MATLAB version of Lib-SVMs) as the baseline.
Open Source
Swim: A Software Information Metacatalog for the Grid
Swim is a software information service for the grid built on top of the NASA-developed Pour framework. Software information is periodically gathered from native package managers on FreeBSD, Solaris, and IRIX as well as the RPM, Perl, and Python package managers on multiple platforms.
Open Source
XML to HDF-EOS Convertor
This software program takes an XML representation of the contents of a Hierarchical Data Format-Earth Observing System (HDF-EOS) file and recreates the file from that description. Please visit the following URL for additional information:
Open Source
Requirements Tracing On Target (RETRO)
RETRO offers methods and techniques for information retrieval (IR), including vector retrieval and probabilistic retrieval. The technology can be downloaded at:
Open Source
Spectral Analysis Tool (SAT), Version 6.2
The SAT computer program calculates signal spectra, bandwidths, and interference effects for several families of modulation schemes found commonly in radio, satellites, and space communications. It is primarily used for spectrum management purposes to examine the effects of radio frequency interference on a satellite communication system.
U.S. Government Purpose Release
AutoPost can process any configuration of test data as needed. The tool can combine a series of data parameters into a single parameter.
U.S. Release Only
FAULT (Flood Analysis Utilizing Landsat and ArcMap Tools)
During this project, an automated script was generated that performs high-level flood analysis to relieve work load for end-users. The script incorporated Landsat 8 Operational Land Imager (OLI) tiles and utilized computer-learning techniques to generate accurate water extent maps. The script referenced the Moderate Resolution Imaging Spectroradiometer (MODIS) land-water mask, to isolate areas of flood induced waters. These areas were overlaid onto the National Land Cover Databases (NLCD) land cover data, the Oak Ridge National Laboratorys LandScan data, and Homeland Infrastructure Foundation-Level Data (HIFLD) to determine the classification of areas impacted and the population density affected by flooding.
Open Source
BALFIT - A Multivariate Regression Analysis Tool
BALFIT is designed for the automated regression analysis of wind tunnel strain-gage balance calibration data. Related strain-gage balance data analysis tasks are also supported. In addition, BALFIT performs an automated regression analysis of more general multivariate data sets at a basic level.
U.S. Release Only
VOCAL - Visualization of CALIPSO
VOCAL Is a visualization software tool designed for the CALIPSO satellite. VOCAL offers an easy to use GUI interface that allows users to open CALIPSO data, and visualize that data on a plot for the user. Users can then use a number of tools to select area's of the plot by drawing 'shapes' around those areas, and label shapes with attributes and notes. Shapes can be exported to a backend database which can serve as a centralized point for researchers to share data and help track and identify aerosols in the atmosphere
Open Source
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