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ENVI 4.5 Product Updates

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Save/Restore training data for supervised classification ... Restore multiple training sets to build multi-source feature library ... – PowerPoint PPT presentation

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Title: ENVI 4.5 Product Updates


1
ENVI 4.5 Product Updates
2
ENVI 4.5 Value Proposition
  • ArcGIS Interoperability Geodatabase and ArcMap
    access
  • Fx enhancements Improved end-to-end workflow
  • New analytical spectral tools SID and ICA are
    powerful tools for image scientist
  • Continued data format support Worldview, NITF
    and TFRD updates

3
ENVI and ArcGIS Interoperability
  • ENVI users will be able to
  • Access and read from ArcGIS Geodatabases
  • Write out to geodatabases
  • Launch ArcMap and create map compositions
    directly from ENVI
  • Supports enterprise, personal, and file
    Geodatabase types

4
New Sensor and Data Support
  • WorldView-1 data in GeoTIFF, NITF, and Stereo
    Pair.
  • NITF for 32- and 64-bit Linux systems
  • Full TFRD support in ENVI Zoom
  • Remote Data Access in ENVI (OGC/JPIP), not just
    in FX

5
New Feature Extraction Functionality
  • Programmatic access to Fx provides batch mode
    processing for production facilities and users
    with ENVI/IDL expertise
  • envi_doit, envi_fx_doit
  • Vector and Attribute Export allows customers to
    use Fx segmentation results in other analyses and
    workflows
  • export segments as features prior to
    classification

6
New Feature Extraction Functionality
  • Summary Panel provides quick, practical, portable
    results

7
New Feature Extraction Functionality
  • Vector Smoothing for cleaner and smoother
    results, with fewer vertices and generalized
    features
  • Douglas-Peucker based algorithm
  • works on line and polygon output
  • user controls smoothing threshold in pixels
  • Create new vectors directly in ENVI Fx

8
New Feature Extraction Functionality
  • Save/Restore training data for supervised
    classification
  • Reuse training sets on libraries of imagery
  • Restore multiple training sets to build
    multi-source feature library
  • Use saved training data as input to batch Fx

9
New Spectral Algorithm Independent Component
Analysis (ICA)
  • ICA transforms a set of mixed random signals into
    components that are as mutually independent as
    possible
  • Independent components uses higher order
    statistics than Principal Components. Better
    distinguishes weak signals from background noise.

10
Independent Component Analysis
  • ICA can be used to find and separate hidden
    (noise) component

11
Independent Component Analysis
  • Other applications of ICA
  • anomaly detection
  • dimension reduction
  • noise reduction
  • classification
  • endmember extraction
  • Programmatic interface
  • envi_doit, envi_ica_doit
  • envi_doit, envi_ica_inv_doit

12
New Spectral Algorithm Spectral Information
Divergence (SID)
  • Classification technique (similar to SAM) that
    uses a divergence measure to match pixels to
    reference spectra
  • SID can characterize spectral similarity and
    variability more effectively than SAM
  • As with all spectral tools, programmatic access
    is provided

13
ENVI 4.5 with IDL 7.0
  • A single, cross-platform IDL development
    environment that looks and behaves like a native
    application
  • The foundation for new functionality that will
    continue to improve the usability of ENVI IDL
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