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Frequently Asked Questions (FAQS);faqs.320
There are 2 types of files, the image itself and the related Sequence
file that holds the processing, measurements and analysis that the user
defines. Automated sequences are set up in Regions Of Interest (ROI)
represented by movable, sizable boxes atop the image. Inside a ROI, the
program can find the distance between two edges, the area of a shape,
the thickness of a wall, etc. Image Analyst finds the center, edge and
other positions automatically. The application also provides tools so
that the user can work interactively to find the edge of object. It also
supports histograms and a color look-up table (CLUT) tool.
Automatix, Inc. 775 Middlesex Turnpike Billerica, MA 01821 508-667-7900
IPLab
-----
Signal Analytics Corp. 374 Maple Ave. E Vienna, VA 22180 703-281-3277
FAX 703-281-2509
"Menu-driven image processing software that supports 24-bit color or
pseudocolor/grayscale image display and manipulation."
MAP II
------
Among the Mac GIS systems, MAP II distributed by John Wiley has
integrated image analysis.
IMAGE
-----
from Stanford : Try anonymous ftp from sumex-aim.stanford.edu
It has pd source for image v2, and ready to run code for a mac under
image v3.
Windows/DOS PC-based tools
==========================
CCD
---
Richard Berry's CCD imaging book for Willamon-Bell contains (optional?)
disks with image manipulating software. Source code is included.
ERDAS
-----
"ERDAS will do all of the things you want: rectification,
classification, transformations (canned & user-defined), overlays,
filters, contrast enhancement, etc. ... I was using it on my thesis &
then changed the topic a bit & that work became secondary."
ERDAS, Inc. 2801 Buford Highway Suite 300 Atlanta, GA 30329 404-248-9000
FAX 404-248-9400
RSVGA
-----
"I have been getting up to speed on a program called RSVGA available from
Eidetic Digital Image Ltd. in British Columbia. Its for IBM PC's or
clones, cheap (about $400) and does all the stuff Erdas does but is not
as fast or as powerful, though I have had only limited experience with
Erdas. I have used RSVGA with 6 of 7 Landsat bands and it is a good
starter program except for the obtuse manual"
IMAGINE-32
----------
It's a 32 bit package [I suppose for PCs] called "Imagine32"
or "Image32" The program does a modest amount of image processing --add,
subtract, multiply, divide, display, and plot an x or y cut across the image.
It can also display a number of images simultaneously.
The company is CompuScope, in Santa Barbara, CA.
PC Vista
--------
It was announced in the 1989 August edition of PASP. It is known to
be available from Mike Richmond, whose email addresses have been
richmond@bllac.berkeley.edu
richmond@bkyast.berkeley.edu
and his s-mail address is:
Michael Richmond,Astronomy Department, Campbell Hall, Berkeley, CA 94720
The latest version of PC-Vista, version 1.7, includes not only the source
code and help files, but also a complete set of executable programs and
a number of sample FITS images. If you do wish to use the source code,
you will need Microsoft C, version 5.0 or later; other compilers may work,
but will require substantial modifications.
To receive the documentation and nine double-density (360K) floppies
(or three quad-density 3-1/2 inch floppies (1.44M) with everything on them,
just send a request for PC-Vista, together with your name and a US-Mail
address, to
Office of Technology Licensing
2150 Shattuck Ave., Suite 510
Berkeley, Ca. 94704
Include a check (Traveller's Checks are fine) or purchase order for $150.00
in U.S. dollars, if your address is inside the continental U.S., or $165.00
otherwise, made out to Regents of the University of California
to cover duplication and mailing costs.
SOFTWARE TOOLS
--------------
It's a set of software "tools" put out by Canyon State
Systems and Software. They are not free, but rather cheap at about $30 I
heard. It will handle most all of the formats used by frame grabber
software.
MIRAGE
------
It's image processing software written by Jim Gunn at the
Astrophysics Dept at Princeton. It will run on a PC among other platforms.
It is a Forth based system - i.e. a Forth language with many image
processing displaying functions built in.
DATA TRANSLATION SOURCE BOOK
----------------------------
The Data Translation company in Massachusetts publishes a free book
containing vendors of data analysis hardware and software which is
compatible with Data Translation and other frame grabbers.
Surely you can find much more PC-related stuff in it.
MAXEN386
--------
A couple of Canadians have written a program named MAXEN386 which does
maximum entropy image deconvolution. Their company is named Digital
Signal Processing Software, or something like that, and the software is
mentioned in an article in Astronomy Magazine, either Jan or Feb 92
(an article on CCD's vs film).
JANDEL SCIENTIFIC (JAVA)
------------------------
Another software package (JAVA) is put out by Jandel Scientific.
Jandel Scientific, 65 Koch Road, Corte Madera, CA 94925, (415) 924-8640,
(800) 874-1888.
Microbrian
----------
Runs on an MS dos platform and uses a 32 bit graphics card
(Vista), or an about to be released version will support a number of
super VGA cards. Its a full blown remote sensed data processing
system.. It is menu driven (character based screen), but is does not use
a windowed user interface. Its is hardware protected with a dongle.
Mbrian = micro Barrier reef Image Anaysis System. It was developed by
CSIRO (Commonwealth Scientific & Industrial Organization) and is
marketed/ supported by:
MPA Australia (51 Lusher Road, Croydon, Victoria
tel + 61 3 724 4488 fax +61 3 724 4455)
There are educational and commercial prices, but be prepared to set
aside $A10k for the first educational licence. Subsequent ones come
cheaper (they need to!) It has installed sites worldwide. It is widely
used at ANU.
MicroImage
----------
The remote sensing lab here at Dartmouth currently uses Terra-Mar's
MicroImage, on 486 PCs with some fancy display hardware.
Terra-Mar Resource Information Services, Inc.
1937 Landings Drive Mountain View, CA 94043 415-964-6900 FAX
415-964-5430
Unix-based tools
----------------
IRAF (Image Reduction and Analysis Facility)
--------------------------------------------
Developed in the National Optical Astronomy Observatory, Kitt Peak AZ
It is free, you can ftp it from noao.edu and complement it with
STSDAS from stsci.edu. Email to iraf@noao.edu for more details.
Apparently this is one of the _de facto_ standards in the astronomical
image community. They issue a newsletter also.
They seem to support very well their users. Works with VMS also last
I heard, and practically has its own shell on top of the VMS/Unix shells.
It's suggested that you get a copy of saoimage for display under X windows.
Very flexible/extendable -- tons (literally 3 linear feet) of
documentation for the general user, skilled user, and programmer.
ALV
---
A Sun-specific image toolkit. Version 2.0.6 posted to
comp.sources.sun on 11dec89. Also available via email to
alv-users-request@cs.bris.ac.uk.
AIPS
----
contact aipsmail@nrao.edu -- astronomical image processing
system of the national radio astronomy observatory, Charlottesville, VA
-- software distributed by 9 track tape last time I ordered it -- I did
not find this package very useful -- tons of dense documentation -- very
old code -- I heard in one of our astronomy laboratories the package may
be rewritten completely in the near future -- major funding available.
LABOimage 3.1
-------------
(version 4.0 soon for X11) It's written in C, and currently
runs on Sun 3/xxx, Sun 4/xxx (OS3.5, 4.0 and 4.0.3) under SunView.
The expert system for image segmentation is written in Allegro Common Lisp.
It was used on the following domains: computer science (image analysis),
medicine, biology, physics. It is distributed free of charge (source code).
Available via anonymous FTP at ads.com (128.229.30.16), in
pub/VISION-LIST-ARCHIVE/SHAREWARE/LaboImage_3.1.tar.Z
Contact: Prof. Thierry Pun, Computer Vision Group Computing Science Center,
U-Geneva 12, rue du Lac, CH-1207 Geneva SWITZERLAND
Phone : +41(22) 787 65 82; fax: +41(22) 735 39 05
E-mail: pun@cui.unige.ch or pun@cgeuge51.bitnet
Figaro
------
It was originally made for VMS, and can be obtained from
Keith Shortridge in Australia (ks@aaoepp.aao.gov.au)
and for Unix from Sam Southard at Caltech (sns@deimos.caltech.edu).
It's about 110Mbytes on a Sun.
KHOROS
------
Moved to the Scientific Visualization category below
Vista
-----
The "real thing" is available via anonymous ftp from lowell.edu. Email to
vista@lowell.edu for more details. Total size less than 20Mbytes.
DISIMP
------
(Device Independent Software for Image Processing) is a powerful
system providing both user friendliness and high functionality in
interactive times.
Feature Description
DISIMP incorporates a rich library of image processing utilities and
spatial data options. All functions can be easily accessed via the
DISIMP executive. This menu is modular in design and groups image
processes by their function. Such a logical structure means that
complicated processes are simply a progression through a series of
modules.
Processes include image rectification, classification (unsupervised and
supervised), intensity transformations, three dimensional display and
Principal Component Analysis. DISIMP also supports the more simple and
effective enhancement techniques of filtering, band subtraction and
ratioing.
Host Configuration Requirements
Running on UNIX workstations, DISIMP is capable of processing the more
computational intensive techniques in interactive processing times.
DISIMP is available in both Runtime and Programmer's environments. Using
the Programmers environment, utilities can be developed for specific
applications programs.
Graphics are governed by an icon-based Display Panel which allows quick
enhancments of a displayed image. Manipulations of Look Up Tables,
colour stretches, changes to histograms, zooming and panning can be
interactively driven through this control.
A range of geographic projections enables DISIMP to integrate data of
image, graphic and textual types. Images can be rectified by a number of
coordinate systems, providing the true geographic knowledge essential
for ground truthing. Overlays of grids, text and vector data can be
added to further enhance referenced imagery.
The system is a flexible package allowing users of various skill levels
to determine their own working environment, including the amount of help
required. DISIMP comes fully configured with no optional extras. The
purchase price includes all functionality required for professional
processing of remote sensed data.
For further information, please contact:
The Business Manager, CLOUGH Engineering Group Systems Division, 627
Chapel Street, South Yarra, Australia 3141. Telephone: +61 3 825 5555
Fax: +61 3 826 6463
Global Imaging Software
-----------------------
"We use Global Imaging Software to process AVHRR data, from the dish to
the final display. Select a chunk of five band data from a pass,
automatic navigation, calibrate it to Albedo and Temp, convert that to
byte, register it to predesigned window, all relatively automatically
and carefree.
It has no classification routines to speak of, but it isn't that
difficult to write your own with their programmer's module.
Very small operation: one designs, one codes, one sells. Been around for
a number of years, sold to Weather Service and Navy. Runs on HP9000
with HP-UX. Supports 24-bit display"
HIPS
----
(Human Information Processing Laboratory's Image Processing System)
Michael Landy co-wrote and sell a general-purpose package for image
processing which has been used for basically all the usual image
processing applications (robotics, medical, satellite, engineering, oil
exploration, etc.). It is called HIPS, and deals with sequences of
multiband images in the same way it deals with single images. It has
been growing since we first wrote it, both by additions from us as well
as a huge user-contributed library.
Feature description
HIPS is a set of image processing modules which together provide
a powerful suite of tools for those interested in research,
system development and teaching. It handles sequences of images
(movies) in precisely the same manner as single frames.
Programs and subroutines have been developed for simple image
transformations, filtering, convolution, Fourier and other transform
processing, edge detection and line drawing manipulation, digital
image compression and transmission methods, noise generation, and image
statistics computation. Over 150 such image transformation programs
have been developed. As a result, almost any image processing task
can be performed quickly and conveniently. Additionally, HIPS allows
users to easily integrate their own custom routines. New users
become effective using HIPS on their first day.
HIPS features images that are self-documenting. Each image stored in
the system contains a history of the transformations that have been
applied to that image. HIPS includes a small set of subroutines
which primarily deals with a standardized image sequence header, and
a large library of image transformation tools in the form of UNIX
``filters''. It comes complete with source code, on-line manual
pages, and on-line documentation.
Host Configuration Requirements
Originally developed at New York University, HIPS now represents
one of the most extensive and flexible vision and image processing
environments currently available. It runs under the UNIX operating
system. It is modular and flexible, provides automatic documentation
of its actions, and is almost entirely independent of special equipment.
HIPS is now in use on a variety of computers including Vax and
Microvax, Sun, Apollo, Masscomp, NCR Tower, Iris, IBM AT, etc.
For image display and input, drivers are supplied for the Grinnell and
Adage (Ikonas) image processors, and the Sun-2, Sun-3, Sun- 4, and
Sun-386i consoles. We also supply user-contributed drivers for a
number of other framestores and windowing packages (Sun gfx, Sun
console, Matrox VIP-1024, ITI IP-512, Lexidata, Macintosh II, X
windowing system, and Iris). The Hipsaddon package includes an
interface for the CRS-4000. It is a simple matter to interface HIPS
with other frame- stores, and we can put interested users in touch with
users who have interfaced HIPS with the Arlunya and Datacube Max-
Video. HIPS can be easily adapted for other image display devices
because 98% of HIPS is machine independent.
Availability
HIPS has proven itself a highly flexible system, both as an
interactive research tool, and for more production- oriented tasks. It
is both easy to use, and quickly adapted and extended to new uses. HIPS
is supplied on magnetic tape in UNIX tar format (either reel- to-reel or
Sun cartridge), and comes with source code, libraries, a library of
convolu- tion masks, and on-line documentation and manual pages.
Michael Landy SharpImage Software P.O. Box 373, Prince Street Station
New York, NY 10012-0007 Voice: (212) 998-7857 Fax: (212) 995-4011
MIRA
----
Nothing known besides its name. Anyone to add here info?
==========================================================================
16. Image annotation software
-----------------------------
a. Touchup runs in Sunview and is pretty good. It reads in
rasterfiles, but even if your image isn't normally stored
in rasterfile format you could use screendump to make it a
rasterfile.
b. Idraw (part of Stanford's InterViews distribution) can handle some
image formats in addition to being a MacDraw like tool. I'm not
sure exactly what they are.
You can ftp the idraw's binary from interviews.stanford.edu.
c. Tgif is another MacDraw like tool that can handle X11 bitmap (xbm)
and X11 pixmap (xpm) formats. If the image you have is in formats
other than xbm or xpm, you can get the pbmplus toolkit to convert
things like gif or even some Macintosh formats to xpm.
Tgif's sources are available in the pub directory on cs.ucla.edu
(Version 2.12 of tgif at patchlevel 7 plus patch8 and patch9)
d. Use the editimage facility of KHOROS (see below).
This is just one utility in the overall system- you can essentially do all
your image processing and macdraw-type graphics using this package.
e. You might be able to get by with PBMPlus. pbmtext gives you text output
bitmaps which can be overlaid on top of your image.
f. 'ice' requires Sun hardware running OpenWindows 3.It's a PostScript-based
graphical editor,and it's available for anonymous ftp from Internet host
eo.soest.hawaii.edu (128.171.151.12). Requires Sun C++ 2.0 and
two other locally developed packages, the LXT library (an Xlib-based
toolkit) and a small C++ class library. All files (pub/ice.tar.Z,
pub/lxt.tar.Z and pub/ldgoc++.tar.Z) are available in compressed
tar format. pub/ice.tar.Z contains a README that gives installation
instructions, as well as an extensive man page (ice.1).
A statically-linked compressed executable pub/ice-sun4.Z for
SPARC systems is also available for ftp.
All software is the property of Columbia University and may not
be redistributed without permission.
ice means Image Composition Environment and it's an imaging tool that
allows raster images to be combined with a wide variety of
PostScript annotations in WYSIWYG fashion via X11 imaging
routines and NeWS PostScript rasterizing.
g. Use ImageMagick to annotate an image from your X server. Pick the
position of your text with the cursor and choose your font and pen
color from a pull-down menu. ImageMagick can read and write many
of the more popular image formats. ImageMagick is available as
export.lcs.mit.edu: contrib/ImageMagick.tar.Z or at your nearest
X11 archive.
==========================================================================
17. Scientific visualization stuff
----------------------------------
X Data Slice (xds)
-------------------
Bundled with the X11 distribution from MIT,
in the contrib directory. Available at ftp.ncsa.uiuc.edu [141.142.20.50]
(either as a source or binaries for various platforms).
National Center for Supercomputing Applications (NCSA) Tool Suite
-----------------------------------------------------------------
Platforms: Unix Workstations (DEC, IBM, SGI, Sun)
Apple MacIntosh
Cray supercomputers
Availability: Now available. Source code in the public domain.
FTP from ftp.ncsa.uiuc.edu.
Contact: National Center for Supercomputing Applications
Computing Applications Building
605 E. Springfield Ave.
Champaign, IL 61820
Cost: Free (zero dollars).
The suite includes tools for 2D image and 3D scene analysis and visualization.
The code is actively maintained and updated.
KHOROS
------
Available via anonymous ftp at pprg.eece.unm.edu (129.24.24.10).
cd to /pub/khoros to see what is available. It is HUGE (> 100 MB), but good.
Needs Unix and X11R4. Freely copied (NOT PD), complete with sources
and docs. Very extensive and at its heart is visual programming.
Khoros components include a visual programming language, code
generators for extending the visual language and adding new application
packages to the system, an interactive user interface editor, an
interactive image display package, an extensive library of image and
signal processing routines, and 2D/3D plotting packages.
See comp.soft-sys.khoros on Usenet and the relative FAQ for more info....
Contact:
The Khoros Group
Room 110 EECE Dept.
University of New Mexico
Albuquerque, NM 87131
Email: khoros-request@chama.eece.unm.edu
MacPhase
--------
Analysis & Visualization Application for the Macintosh.
Operates on 1D and 2D data arrays. Import/Export several different file
formats. Several different plotting options such as gray scale,
color raster, 3D Wire frame, 3D surface, contour, vector, line, and
combinations. FFTs, filtering, and other math functions, color look up
editor, array calculator, etc. Shareware, available via anonymous ftp from
sumex-aim.stanford.edu in the info-mac/app directory.
For other information contact Doug Norton (e-mail: 74017.461@@compuserve.com)
IRIS Explorer
-------------
It's an application creation system developed by Silicon
Graphics that provides visualisation and analysis functionality for
computational scientists, engineers and other scientists. The Explorer
GUI allows users to build custom applications without having to write
any, or a minimal amount of, traditonal code. Also, existing code can
be easily integrated into the Explorer environment. Explorer currently
is available now on SGI and Cray machines, but will become available on
other platforms in time. [ Bundled with every new SGI machine, as far as
I know]
See comp.graphics.explorer for discussion of the package.
There are also two FTP servers for related stuff, modules etc.:
ftp.epcc.ed.ac.uk [129.215.56.29]
swedishchef.lerc.nasa.gov [139.88.54.33] - mirror of the UK site
apE
---
Back in the 'old good days', you could get apE for nearly free.
Now has gone commercial and the following vendor supplies it:
TaraVisual Corporation
929 Harrison Avenue
Columbus, Ohio 43215
Tel: 1-800-458-8731 and (614) 291-2912
Fax: (614) 291-2867
Cost:
$895 (plus tax); runtime version with a site-license for a single user
(at a time), no limit on the number of machines in a cluster.
$895 includes support/maintenance and upgrades.
Source code more. Additional user licenses $360.
The name of the package has become apE III (TM).
Khoros is very similar to apE on philosophy, as are AVS and Explorer.
AVS
---
See also:
comp.graphics.avs
Platforms: CONVEX, CRAY, DEC, Evans & Sutherland, HP, IBM, Kubota,
Set Technologies, SGI, Stardent, SUN, Wavetracer
Availability: AVS3 available on all the above:
AVS4 currently available on SGI, SUN
AVS4 will be available on: HP, IBM, Kubota, SGI, Stardent, SUN
6/1/92
Contact:
Advanced Visual Systems Inc. for: CRAY, HP, IBM, SGI,
Stardent, SUN
CONVEX for CONVEX
Advanced Visual Systems Inc. or CRAY for CRAY
DEC for DEC
Evans & Sutherland for Evans & Sutherland
Advanced Visual Systems Inc. or IBM for IBM
Kubota Pacific Inc. for Kubota
Set Technologies for Set Technologies
Wavetracer for Wavetracer
WIT
---
In a nutshell it's a package of the same genre as AVS,Explorer,etc.
It seems more a image processing system than a generic SciVi system (IMHO)
Major elements are:
- a visual programming language, which automatically exploits the inherent
parallelism
- a ode generator which converts the graph to a standalone program
Iconified libraries present a rich set of point, filter, io, transform,
morphological, segmentation, and measurement operations.
A flow library allows graphs to employ broadcast, merge,
synchronization, conditional, and sequencing control strategies.
Users can easily extend WIT by defining new C functions, data types,
and servers to access specialized hardware.
They are currently sending out free 3.5" demo disks suitable for Sun
Sparcstation floppy drives to anyone interested in trying out the
software (and they are thinking about putting a copy of the demo for
FTP).
Or you can try the Catalyst CDware program as trial software;
Demo version on Sun CDware 4.
WIT supports Sun3, Sun4, vxWorks by Wind River Systems,
and Datacube (MaxVideo-20 hardware) platforms.
Pricing: WIT for Sparc, one yr. free upgrades, 30 days
technical support....................$5000 US
Academic institutions: discounts available
Contact:
Logical Vision, Ltd.
6882 Rupert St.
Vancouver, B.C., Canada
V5S 2Z6
Tel: 604-435-2587, Fax: 604-299-8263
Terry Arden <poon@ee.ubc.ca>
VIS-5D
------
A system for visually exploring the output of weather
models and similar data sets. Platforms:
SGI Power/VGX, Power/GTX and PI, Crimson and Indigo;
IBM RS/6000 with GL graphics;
Stardent GS-1000 and GS-2000
You can get it freely (thanks to NASA support) via anonymous ftp:
ftp vis5d.ssec.wisc.edu (or ftp 144.92.108.66), then
ftp> cd pub/vis5d
ftp> ascii
ftp> get README
ftp> bye
Read section 2 of the README file for full instructions
on how to get and install VIS-5D.
Contact:
Bill Hibbard (whibbard@vms.macc.wisc.edu)
Brian Paul (bpaul@vms.macc.wisc.edu)
DATAexplorer (IBM)
------------------
Platforms : IBM Risc System 6000, IBM POWER Visualization Server
(SIMD mesh 32 i860s, 40 MHz)
Working on (announced) : SGI, HP, Sun
Contact:
Your local IBM Rep. For a trial package ask your rep to contact :
David Kilgore
Data Explorer Product Marketing
YKTVMH(KILCORE), (708) 981-4510
Wavefront
---------
Data Visualizer, Personal Visualizer, Advanced Visualizer.
Platforms: SGI, SUN, IBM RS6000, HP, DEC
Availability:
Available on all the above platforms from Wavefront
Technologies. Educational programs and site licenses are
available.
Contacts:
Mike Wilson (mike@wti.com)
Wavefront Technologies, Inc.
530 East Montecito Street
Santa Barbara, CA 93103
805-962-8117
FAX: 805-963-0410
Wavefront Europe
Guldenspoorstraat 21-23
B-9000 Gent, Belgium
32-91-25-45-55
FAX: 32-91-23-44-56
Wavefront Technologies Japan
17F Shinjuku-sumitomo Bldg
2-6-1 Nishi-shinjuku, Shunjuku-Ku
Tokyo 168 Japan
81-3-3342-7330
FAX 81-3-3342-7353
PLOT3D and FAST from NASA Ames
------------------------------
These packages are distributed from COSMIC at least
(for FAST ask Pat Elson <pelson@nas.nasa.gov> for
distribution information). In general, these codes are for US
citizens only :-(
XGRAPH
------
On the contrib tape of X11R5. Its specialty is display of up
to 64 data sets (2D).
NCAR
----
National Center for Atmospheric Research [ Anyone to add more info? ]
IDL/PV-WAVE
-----------
"The IDL/PV-WAVE software package is what I currently use .
I/O is very simple (a major plus!!) & most of my
programming is very short & sweet. Numerous output formats are
available. there are certainly some minuses & it does require
"programming". I use the command line version, though the "point &
click" version is available...I have some acquaintances who use it on
the Mac (I think via Mac-X). Basically, there are a lot of built-in
functions, though some manipulation is required. IDL/PV-WAVE is able to
work with any type of imagery. IDL runs on a unix system"
IDL/SIPS
--------
A lot of people are using IDL with a package called SIPS. This was
developed at the University of Colorado (Boulder) by some people working
for Alex Goetz. You might try contacting them if you already have IDL
or would be willing to buy it. It's a few thousand dollars (American) I
expect for IDL and the other should be free. Those are the general
purpose packages I've heard of, besides what TerraMar has.
SIPS _was_ written for AVIRIS imagery. I'm not sure how general purpose
it is. You would have to contact Goetz or one of his people and ask. I
have another piece of software (PCW) that does PC and Walsh
transformations with pseudocoloring and clustering and limited image
modification (you can compute an image using selected components). I've
used it on 70 megabyte AVIRIS images without problems, but for the best
speed you need an external DSP card. It will work without it, but large
images take quite a while (50-70 times as long) to process. That's a
freebie if you want it.