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This page is for the refactoring of the existing extractors. The original wiki page Hosted VMs is still used for the deployments. 

 

As we figure out who's working on what, please start with the following steps for the extractor(s) you chose:

  • be able to run the extractor
  • add a README, specifically a readme.md (i.e. in markdown), with information on how to install dependencies and run the extractor (in its current shape)
  • start looking at dbpedia extractor for template on how to dockerize it
  • ... more to come

 

Steps to take for every extractor in this list:

  1. Docker containers
  2. JSONLD
  3. Extractor info registration
  4. Use pyclowder (for python extractors)
  5. Add status messages to all extractors and fix level granularity
    1. Make status constants (DONE, ERROR)
    2. Arcgis multiprocessing extractor
  6. Register on on demand execution queues
    1. Add on demand key binding to configuration file: messageType = "*.file.text.plain", "extractors."+extractorName
  7. Standardize around python logging
    1. Figure out what to log and what format to follow
  8. Add logstash to docker compose
  9. Add sample input/ouput to git repository
  10. Add icon for tools catalog to git repository
  11. Add entry to Tools catalog, with icon

 

ID (Extractor Name from config file,

same as queue name)

Programming

Language

SoftwareOSCan be Dockerized?Assigned ToLink to repoWho wrote or worked on the codeDEPLOYED       ncsa.image.ocrPythonTesseractLinux Ruiocr 

ncsa.cv.faces

PythonOpenCVLinux Inna (may be?)

ID (Extractor Name from config file, same as queue name)

Programming Language

SoftwareOSCan be Dockerized?Assigned ToRepoAuthor
DEPLOYED
ncsa.image.ocrPythonTesseractLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/ocr 

ncsa.cv.faces

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cv.eyes

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cv.closeups

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cv.profiles

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cellprofiler.fluorescentcomet

Pythonpymedici (question)WindowsNo https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.cellprofiler.fly

Python WindowsNo https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.cellprofiler.human

Python WindowsNo 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.

cv

cellprofiler.

eyes

silvercomet

Python 
OpenCV
Windows
Linux
No 
Inna
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.

cv

cellprofiler.

closeups

speckle

Python
OpenCV
 Windows
Linux
No 
Inna
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.

cv

cellprofiler.

profiles

trackobject

Python 
OpenCV
Windows
Linux
No 
Inna
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.cellprofiler.

fluorescentcomet

tumor

Python
pymedici (question)
 Windows
 
No https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.cellprofiler.

fly

yeast

Python Windows
 
No https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.

cellprofiler

image.

human

sphog

Python 
Matlab, mnist-sphog Linux
Windows
 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/handwritten/
cellprofiler
HandwrittenNumbers
Liana
 

ncsa.

cellprofiler.silvercomet

image.caltech101

   
Python
 
Windows
  
https://opensource.
ncsa.
illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLianancsa.cellprofiler.speckle
bisque.histogram (notes: disabled)Python Linux    
ncsa.bisque.metadata (notes: disabled)Python 
Windows
Linux  
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana
  
census-section-segmentorJava Linux 

ncsa.cellprofiler.trackobject

Python Windows  
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
cellprofiler
censusLiana, Inna
ncsa.
cellprofiler
cv.
tumor
river
Python 
 PythonOpenCV (python), convert (from imagemagick), and GdalLinux
Windows
 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
cellprofiler
riverLiana
ncsa.
cellprofiler
geo.
yeast
shpExtractorPython
 
gdal
Windows
Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
geo/browse
/cellprofiler
Liana
Jong Lee
ncsa.
image
geo.
sphog
tiffExtractorPython
 Matlab, mnist-sphog 
gdalLinux 
Gregory Jansen
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
geo/browse
/handwritten/HandwrittenNumbers 
  • ncsa.image.caltech101
    Gregory Jansen  ncsa.bisque.histogram (notes: disabled)Python Linux   
Jong Lee
 
ncsa.
bisque.metadata (notes: disabled)
image.geotiffPython
 

GDAL, Cython, numpy,
pygeoprocessing

Linux 
   
Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-geotiff/browseRui, Mostafa Elag

ncsa.image.ponddetect

PythonMatlab
census-section-segmentorJava 
Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
maps/browse/
census
feature_detection
Liana
Marcus,
Inna
Ankit
ncsa.
cv
image.
river
humanpref
 PythonOpenCV (python), convert (from imagemagick), and Gdal
PythonMatlabLinux 
Smruti Padhy
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
maps/browse/
river
humanpref
Liana
Marcus, Ankit

ncsa.xml.greenindexroute, ncsa.

geo

csv.

shpExtractor

greenindexroute

Python
gdal
OpenCVLinux 
Jong Lee
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geo
maps/browse/greenroute
Jong Lee
Marcus

ncsa.

geo

image.

tiffExtractor

knn_numerals

Python
OpenCVLinux  Marcus

ncsa.audio.speech2text

JavaCMU Sphinx, ffmpeg, sox
gdal
Linux 
Jong Lee
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geo
core/browse
/audio/speech2textMarcus
Jong Lee
ncsa.
image.geotiffPython

GDAL, Cython, numpy,
pygeoprocessing

audio.previewPython  
Linux
 
Rui
Innahttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geotiff
core/browse
Rui, Mostafa Elag
/audio/preview 
ncsa.
image
nlp.
ponddetect
simplelanguagePython
Matlab
numpy
Linux
  
Marcus
Innahttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
feature_detectionMarcus, Ankit
SimpleLanguageLiana
ncsa.nlp.simplesummaryPython

Natural Language Toolkit (NLTK) for Python, NLTK Data or at least:

 nltk.corpus,nltk.stem.porter and nltk.tokenize.punkt.

  
ncsa.image.humanprefPythonMatlabLinux Marcus
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
humanpref
SimpleSummary
Marcus, Ankit
Liana
ncsa.
xml.greenindexroute, ncsa.csv.greenindexroute
nlp.SNLPSentimentJava Stanford CoreNLP tool, java, maven 
PythonOpenCVLinux
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
browse
SNLP/
greenroute
SNLPSentimentExtractorLiana, Marcus(?)
ncsa.
image
nlp.
knn_numerals
wordtablesPython
OpenCV
Linux Marcus Marcus
 requestspikawin32com 

ncsa.audio.speech2text

JavaCMU Sphinx, ffmpeg, soxLinux
 
Marcus
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
nlp/browse/
audio/speech2text
WordTablesExtractor
Marcusncsa.audio.preview
Liana
siegfriedPython    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
siegfried/browse
/audio/preview
Gregory Jansen
 
ncsa.
nlp
versus.
simplelanguage
image
Python
Java
numpy
Versus
 
Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
versus/browse
/SimpleLanguage
Liana
Kenton, Smruti
ncsa.
nlp.simplesummaryPython

Natural Language Toolkit (NLTK) for Python, NLTK Data or at least:

image.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python 
 nltk.corpus,nltk.stem.porter and nltk.tokenize.punkt.
  
Gregory Jansen
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
core/browse/image/
SimpleSummary
preview
Liana
Rob, Sandeep
ncsa
.nlp.SNLPSentimentJava Stanford CoreNLP tool, java, maven
.pdf.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
core/browse/
SNLP
pdf/
SNLPSentimentExtractorLiana, Marcus(?)
previewRob
ncsa.
nlp.wordtablesPython requestspikawin32com   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-nlp/browse/WordTablesExtractorLianasiegfried
video.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
siegfried
core/browse
/video/previewRob
NOT DEPLOYED
Gregory Jansen
ncsa.
versus
image.
image
digitpy
Java
Python
Versus
opencv
Linux
  
Smruti Padhy
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
versus/browseKenton, Smrutincsa.image.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python
cv/browse/handwritten/SimpleDigitPython 
ncsa.cv.pdfimages pdfimages, from poppler-utils
 
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
cv/browse/
image/previewRob, Sandeep
poppler 
ncsa.cv.caltech101PythonMatlab and VLFeat 64-bit Mac OS 
ncsa.pdf.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python  
  https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
cv/browse/
pdf/preview
vlfeat
Rob
 
dbpediaPython Natural Language Toolkit (NLTK) and rdflib.
ncsa.video.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python 
  
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
dbpedia/browse
/video/previewRob
digestPython
  
    
                  NOT DEPLOYED
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-digest/browse 
ncsa.hpcPython    
   
https://opensource.ncsa.
image.digitpy
illinois.edu/bitbucket/projects/CATS/repos/extractors-hpc/browse
LSVAJava 
Pythonopencv
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
lsva/browse
/handwritten/SimpleDigitPython
Liana, Constantinos
LSVA integrated 
ncsa.cv.pdfimages
 
pdfimages, from poppler-utils
  
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-lsva-
cv
integrated/browse
/poppler
 
ncsa.
cv.caltech101
movieslicePython
Matlab and VLFeat
 
64-bit Mac OS 
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
movieslice/browse
/vlfeat dbpediaPython Natural Language Toolkit (NLTK) and rdflib.
Sandeep
mri2meshPythonpymedici, subprocess, logging, os, numpy, shutil, zipfile   
Luigi Marini
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
dbpedia
mri/browse/mri2mesh
Luigi Marini
Marcus
msc-ChemCBCExtractor
digest
Pythonrequests, pika, openpyxl, xlrd, pymongo
 
Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
digest
msc/browse/ChemCBCExtractor
 
Yan
msc-IsletExtractorPythonrequests, pika, openpyxl, xlrd, pymongoLinux
ncsa.hpcPython 
 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
hpc
msc/browse
 LSVAJava
/IsletExtractorYan
msc-MonitorExtractorPythonrequests, pika, openpyxl, xlrd, pymongoLinux
 
 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
lsva
msc/browse/MonitorExtractor
 LSVA integrated 
Yan
ncsa.msc.dailymonitorPythonrequests, pika, openpyxl, xlrd, pymongo
 
  
 
not usedhttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
lsva-integrated
msc/browse/OldMonitorExtractor
 
Ashwini
msc-PhenotypeExtractor
ncsa.movieslice
Python
 

requests, pika, openpyxl, xlrd, pymongo

Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
movieslice
msc/browse/PhenotypeExtractor
Sandeepmri2meshPythonpymedici, subprocess, logging, os, numpy, shutil, zipfile
Yan
ncsa.nlp.SNLPJava Stanford CoreNLP tool, java, maven   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
mri
nlp/browse/SNLP/
mri2mesh
SNLPExtractor
Marcus
Liana
ncsa.nlp.tika
msc-ChemCBCExtractor
Python
requests,
 
pika
Tika project page,
 openpyxl, xlrd, pymongo
pymedici 
Linux
 
Yan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
nlp/browse/
ChemCBCExtractor
tika
Yan
Liana
msc
person-
IsletExtractor
detectorPython MATLAB, FFMPEG, requests
, pika, openpyxl, xlrd, pymongo
and pika 
Linux
 
Yan
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-person-
msc
detector/browse/
IsletExtractor
python
Yan
Sandeep
msc
ncsa.person-
MonitorExtractor
trackerPython
requests, pika, openpyxl, xlrd, pymongo
python, MATLAB, FFMPEG requests and pika 
Linux
 
Yan
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-person-
msc
tracking/browse/
MonitorExtractor
python
Yan
Sandeep
ncsa
terra.
msc.dailymonitor
plantcvPython

pika
requests

, pika, openpyxl, xlrd, pymongo


wheel

  
not used
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
plantcv/browse
/OldMonitorExtractor
Ashwinimsc-PhenotypeExtractorPython

requests, pika, openpyxl, xlrd, pymongo

Yan
medici_PTM_thumbnailsJava  
Linux
 
Yan
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
ptm/browse/
PhenotypeExtractor
PTMThumbnailExtractor
Yan
Constantinos
medici_PTM_metadata
ncsa.nlp.SNLP
Java 
Stanford CoreNLP tool, java, maven
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
ptm/browse/
SNLP/SNLPExtractorLianancsa.nlp.tikaPython Tika project page, pymedici
PTMMetadataExtractorConstantinos

Name not clear

PtmMetadata(?)

Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
ptm/browse/
tika
PTMMetadata
Lianaperson-detectorPython MATLAB, FFMPEG, requests and pika
Constantinos
medici_ptm_mapsJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
person-detector
ptm/browse/
python
PTMMapsExtractor
Sandeepncsa.person-trackerPythonpython, MATLAB, FFMPEG requests and pika
Constantinos
medici_ptm_3dJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
person-tracking
ptm/browse/
python
PTM3DExtractor
Sandeep
Constantinos
medici_images_ptmJava 
terra.plantcvPythonpika
requests
wheel
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
plantcv
ptm/browse
Yan
/ImagesPTMExtractorConstantinos

extractors-rabbitmq

(look like examples)

 
medici_PTM_thumbnailsJava
    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
rabbitmq/browse
/PTMThumbnailExtractor
Constantinos
 
Name not clear extractors-seabird/Scala
medici_PTM_metadataJava
    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
seabird/browse
/PTMMetadataExtractor
Constantinos

Name not clear

Luigi
medici_3d_x3d (one of extractors-3d
PtmMetadata(?
)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
PTMMetadata
ObjJSONExtractorConstantinos
medici_3d_
ptm_maps
obj_merger (one of extractors-3d)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
PTMMapsExtractor
OBJMergerExtractorConstantinos
medici_
ptm_3d
oni (one of extractors-3d)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
PTM3DExtractor
OniExtractorConstantinos
medici_
images_ptm
ply_obj (one of extractors-3d)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
ImagesPTMExtractorConstantinos

extractors-rabbitmq

(look like examples)

PlyObjExtractorConstantinos
medici_3d_metadata (one of extractors-3d) Java
 
    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
rabbitmq
3d/browse/ThreeDMetadataExtractor
 
Constantinos
medici_x3d_html (one of extractors-3d) Java
Name not clear extractors-seabird/Scala
    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
seabird
3d/browse/X3DhtmlExtractor
Luigimedici_3d_x3d (one of extractors-3d)Java   
Constantinos
ncsa.arcgis.landsat7mosaicPythonArcGISWindowsNo
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-bd-
3d
cz/browse/
ObjJSONExtractor
ndviextractor
Constantinosmedici_3d_obj_merger (one of extractors-3d)Java   
Smruti
ncsa.arcgis.floodplainPythonArcGISWindowsNohttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-bd-
3d
cz/browse
/OBJMergerExtractor
/terex_floodplain/config.pySmruti
Constantinos
medici_
oni (one of extractors-3d)
bookJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
3d
books/browse/
OniExtractor
BookPreviewExtractor
Constantinos
Theerasit Issaranon
medici_
ply_obj (one of extractors-3d)
image_pyramidJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
3d
books/browse/
PlyObjExtractorConstantinosmedici_3d_metadata (one of extractors-3d) 
ImagePreviewPyramidExtractor-shebookTheerasit Issaranon
shebookJava    

https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-

3d/browse/ThreeDMetadataExtractorConstantinosmedici_x3d_html (one of extractors-3d) Java   

books/browse/SheBookPreviewExtractor/src/BookPreviewExtractor

 

https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-

3d

books/browse/SheBookPreviewExtractor/src/

X3DhtmlExtractor

bookpreviewextractor

Constantinosncsa.arcgis.landsat7mosaicPythonArcGISWindowsNO
Theerasit Issaranon
lsva-ceddJava    
Smruti Padhy
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
bd-cz
cedd/browse
/ndviextractor
Smruti
Constantinos
ncsa.
arcgis.floodplain
cinemetricsPython
ArcGIS
 
Windows
 
NO
 
Smruti Padhy
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
bd-cz
cinemetrics/browse
/terex_floodplain/config.pySmruti
Constantinos
ncsa.image.metadataPython
medici_bookJava
    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
books
core/browse/image/
BookPreviewExtractorTheerasit Issaranonmedici_image_pyramid
metadataMax. Rob
ncsa.debod.segmentor 
Java
    https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
DEBOD/repos/extractors-
books
cellsegmentor/browse
/ImagePreviewPyramidExtractor-shebookTheerasit Issaranon
 
ncsa.image.dmp 
shebookJava
    

https://opensource.ncsa.illinois.edu/bitbucket/projects/

CATS

DEBOD/repos/extractors-

books

debod/browse

/SheBookPreviewExtractor/src/BookPreviewExtractor 

https://opensource.ncsa.illinois.edu/bitbucket/projects/

CATS

DEBOD/repos/extractors-

books

dmp/browse

/SheBookPreviewExtractor/src/bookpreviewextractor

 
ncsa.image.sphog.debod 
Theerasit Issaranonlsva-ceddJava
    https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
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Constantinos
 

ncsa

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Python
    https://opensource.ncsa.illinois.edu/bitbucket/projects
/CATS/repos
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Constantinos
Marcus
ncsa.
image
cv.
metadata
meangrey
Python
     https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
IARP/repos/
extractors-core
image_fetcher/browse/
image
extractors/
metadataMax. Rob
mean_greyMarcus