Search Results for "hyperspectral"
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Showing 18 open source projects for "hyperspectral"
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AtomAI
Deep and Machine Learning for Microscopy
...The purpose of the AtomAI is to provide an environment that bridges the instrument-specific libraries and general physical analysis by enabling the seamless deployment of machine learning algorithms including deep convolutional neural networks, invariant variational autoencoders, and decomposition/unmixing techniques for image and hyperspectral data analysis. Ultimately, it aims to combine the power and flexibility of the PyTorch deep learning framework and the simplicity and intuitive nature of packages such as scikit-learn, with a focus on scientific data. -
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Hyperspectral data analysis in R
Handling and basic analysis of hyperspectral data in R
The hsdar package contains classes and functions to manage, analyse and simulate hyperspectral data. These might be either spectrometer measurements or hyperspectral images through the interface of rgdal. -
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DataHandlerP
Fusion and Analysis for Hyperspectral data
The Data Handler P(aris) allows for the GUI driven building of workflows/pipelines for the evaluation of hyperspectral data. The user is enable to use and modify kernel techniques, data fusion and basic as well as advanced multivariate analysis and clustering. While the methods were devised for cultural heritage objects they might be find suitable in other fields. The Data Handler P was developed at the CNRS Laboratory for Molecular and Structural Archaeology (LAMS) at the Sorbonne University in Paris (FR) in by Matthias Alfeld collaboration with Philippe Walter, Laurence de Viguerie and Marie Radepont. ... -
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Spectral Python
A python module for hyperspectral image processing
Spectral Python (SPy) is a python package for reading, viewing, manipulating, and classifying hyperspectral image (HSI) data. SPy includes functions for clustering, dimensionality reduction, supervised classification, and more. -
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PySptools
Hyperspectral algorithms for Python
A lightweight hyperspectral imaging library that provides developers with spectral algorithms for the Python programming language. New for v0.14.x: a scikit-learn bridge (alpha and partial). The functions and classes are organized by topics: * abundance maps: FCLS, NNLS, UCLS * classification: AbundanceClassification, NormXCorr, KMeans SAM, SID, SVC * detection: ACE, CEM, GLRT, MatchedFilter, OSP * distance: chebychev, NormXCorr, SAM, SID * endmembers extraction: ATGP, FIPPI, NFINDR, PPI * material count: HfcVd, HySime * noise: Savitzky Golay, MNF, whiten * sigproc: bilateral * sklearn: HyperEstimatorCrossVal, HyperSVC and others * spectro: convex hull quotient, features extraction (tetracorder style), USGS06 lib interface * util: load_ENVI_file, load_ENVI_spec_lib, corr, cov and others The library do an extensive use of the numpy numeric library and can achieve good speed. ... -
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hyperspec-unmix
A R framework for unmixing hyper-spectral images.
This framework contains two algorithms (ICE and BayesNMF-Vol) and functions for plotting false-color images, abundance maps and endmembers. It compiles to https://sourceforge.net/p/hyperspec-unmix/svn/HEAD/tree/code/Main.pdf. Consult the Wiki on how to use: https://sourceforge.net/p/hyperspec-unmix/wiki/Home/ More information can be found here: http://josipovic.be/statistics/dissertation/ -
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MCCCS
Multi Channel Classification and Clustering
Here we present an image-based Multi Channel Classification and Clustering System (MCCCS). It is an generalized, script-based classification system for processing various kinds of image data. Due to the modular design, individual processing-components can be easily adapted, extended or exchanged by own extensions. See project website for installation instructions. -
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Orfeo ToolBox
OTB is an open-source C++ library for remote sensing images processing
...More information is available at www.orfeo-toolbox.org It is based on the medical image processing library ITK and offers particular functionalities for remote sensing image processing in general and for high spatial resolution images in particular. Targeted algorithms for high resolution optical images (SPOT, Quickbird, Worldview, Landsat, Ikonos), hyperspectral sensors (Hyperion) or SAR (TerraSarX, ERS, Palsar) are available. Orfeo ToolBox has three main access depending on the category of user: write processing chains in C++ using existing filters or creating new ones, use the OTB applications, which is a plugin-based framework allowing to extend high-level processing chains from various environment ( command-line, QT, QGis, Python....) or use Monteverdi, a software for everyday life image manipulation and analysis. -
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HyperMixTool
Hyperspectral imagery Tool
HyperMix is an open source tool for remote sensed hyperspectral image unmixing. It includes several popular algorithms covering different steps of the hyperspectral unmixing chain. -
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Microsoft Windows and Apple OS X application to visualize various types of image data, including hyperspectral images, 3D models, and 3D CT medical images.
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OpenJPEG
Open-source C-Library for JPEG 2000
...Besides this main codec, OpenJPEG integrates several other modules: -JP2 (JPEG 2000 standard Part 2 - Handling of JP2 boxes and extended multiple component transforms for multispectral and hyperspectral imagery) -MJ2 (JPEG 2000 standard Part 3) -JPWL (JPEG 2000 standard Part 11) -JPIP (JPEG 2000 standard Part 9) -OPJViewer, a GUI viewer for J2K, JP2, JPWL and MJ2 files The OpenJPEG library is written in C language, released under the BSD license and targets Win32, Unix and Mac OS platforms. The library is developed by the Communications and Remote Sensing Lab (TELE) of the Université catholique de Louvain (UCL), with the support of the CS company, the CNES and the intoPIX company. -
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Gerbil
Hyperspectral Image Visualization and Analysis Framework
The Gerbil project moved to http://www.gerbilvis.org Please visit us there for up-to-date information and current software releases! -
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HiiHAT
Hyperspectral Image Interactive Holistic Analysis Toolkit (HiiHAT)
Hyperspectral imagery has provided dramatic new insight into the geology and atmosphere of other planets. However, understanding these images can be quite challenging since scientists can only visualize a small number of bands. The Hyperspectral Image Interactive Holistic Analysis Toolkit (HiiHAT) is an intelligent assistant to help analysts efficiently browse, summarize, and search hyperspectral images. -
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Matlab Hyperspectral Toolbox - Toolbox of advanced algorithms for hyperspectral processing and exploitation. We have moved to github! https://github.com/isaacgerg/matlabHyperspectralToolbox
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Hyperspectral pushbroom (airborne) camera system software, written in C#. Student project. Currently abandoned might return in development Fall 2011.
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APEX Tools is a collection of utilities used in conjunction with the processing of airborne hyperspectral data developed for the ESA-Prodex supported Airborne Prism EXperiment (APEX).
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