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| Event |
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ESA-EUSC 2005:
Image Information Mining – Theory and Application to Earth Observation |
| Place |
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ESRIN, Frascati (Italy) |
| Date |
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October 5-7, 2005 |
| Project Acronym |
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KIM, KIMV, KES, KES-B, SURF, KEO |
Conference Proceedings will be published as an
ESA Special Publication
Many thanks to organisers, contributors and participants
See you at next Conference
The Conference is sponsored by:
European Image Information Mining Coordination Group (IIMCG), funded by:
ASI, Agenzia Spaziale Italiana - Italian Space Agency
CNES, Centre National d'Etudes Spatiales - French Space Agency
CNR, Consiglio Nazionale Delle Ricerche - Italian National Research Council
DLR, Deutsches Zentrum für Luft- und Raumfahrt - German Aerospace Center
EC, European Commission
ESA-ESRIN, European Space Agency - European Space Research Institute
ETHZ, Eidgenössische Technische Hochschule Zürich - Swiss Federal Institute of Technology Zurich
EUSC, European Union Satellite Centre
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| Motivation |
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Emerging needs from big applications (e.g.: change detection, global monitoring,
disaster management support, etc.) and the continuous increase in archives' size and EO
sensors' variety, require new methodologies and tools for information mining and management,
supported by shared knowledge. The manual process performed by experts to mine information
from images is currently too complex and expensive to be applied systematically on even a
small subset of the acquired scenes. This limits the full exploitation of the petabytes of
archived or new data. The issue might become even more challenging in future since more
missions - including constellations - are being planned, with broader sensor variety,
higher data rates and increasing complexity. As an example, ENVISAT alone accumulates
400 terabytes of data every year. The problematic is common also to other domains,
like medicine, multimedia, and to a broad spectrum of other sensors' data.
Results from current R&D activity might ease the access to the imagery
(today mostly retrieved using spatio-temporal and a few more attributes) also through
their information content. The need to access information also in large volumes of image
data has stimulated the research in the field of content-based image retrieval during last
decade. Many new concepts have been developed and prototyped. However the dramatic increase
in volume, details, diversity and complexity, and the user demand for simultaneous access
to multi-domain data urgently require new approaches for image information mining,
multi-domain information management, and knowledge management and sharing (in support
to information mining and training).
The event is the thrid in the series jointly organised by ESA and EUSC:
ESA-EUSC 2002 held on December 5-6 2002, at ESA/ESRIN
ESA-EUSC 2004 held on March 17-18, 2004, at EUSC
The 2004 Conference has seen the merging with the Image Information Mining Workshop
(first edition
held on September 19-20, 2002 in Zurich).
| Objectives |
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Review the state of the art and identify R&D requirements on Image Information Mining
topics mainly for the Earth Observation domain:
Information extraction from large / complex image data sets
Image syntax, semantics and annotations
Multidimensional indexing and retrieval of heterogeneous information
Information mining and knowledge discovery
Knowledge sharing and ontology
Adaptive, mediating interfaces
Advanced non-conventional methods and technologies
Evaluation methods, experiments and results
Applications and use - experience and feedback
The main target audience includes the European space agencies and organisations,
aerospace industry and research centres, research and academic institutions, and commercial
companies, value adders or service providers involved in one or more of the areas of interest.
| Organisation |
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Participation
Free of charge up to available seats
Conference Date
October 5 - 7, 2005
Conference Place
ESRIN
Via G. Galilei
00044 Frascati (Roma)
Italy
Tel. +39 06 941801
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M. Datcu, DLR |
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S. Cheli, ESA |
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L. Colaiacomo, EUSC |
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S. Coulson, ESA |
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S. D'Elia, ESA |
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Y.L. Desnos, ESA |
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A. Giros, CNES |
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G. Rum, ASI |
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P. Blonda, CNR - Italy |
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S. Coulson, ESA / ESRIN - Italy |
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S. D'Elia, ESA / ESRIN - Italy |
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Y.L. Desnos, ESA / ESRIN - Italy |
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M. Datcu, DLR - Germany |
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R.L. King, Mississippi State University - USA |
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O. Loffeld, Universität-GH-Siegen - Germany |
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H. Maitre, ENST - France |
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K. Seidel, ETHZ - Switzerland |
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P. Smits, EC/JRC - Italy |
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J.C. Tilton, NASA - USA |
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L. Van Gool, ETHZ - Switzerland |
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O.R. Zaďane, University of Alberta - Canada |
| Program |
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October 5, 2005, Conference Day 1, Opening Session
"International perspectives" - Chair: S. D'Elia
| 08:30 |
Registration |
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| 09:50 |
Logistics |
S. D'Elia |
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| 10:00 |
Earth Observation Ground Segment: Approach and Vision |
G. Kohlhammer, Head EOP-G Department |
Presentation (9MB) |
| 10:30 |
EUSC Introduction |
F. Asbeck, EUSC Director |
Presentation (18MB) |
| 11:00 |
Coffee Break |
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| 11:30 |
Mining graph data |
M. Meila (keynote speaker) |
Abstract
Presentation (0.7MB)
Biography
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| 12:00 |
Image Information Mining: ESA Perspective and European Coordination Group |
S. D'Elia |
Presentation (3MB) |
| 12:30 |
Web services integration in a European geospatial agency |
L. Colaiacomo |
Presentation (2MB) |
| 13:00 |
CNES R&D studies in the field of image information extraction |
A. Giros |
Presentation (37MB) |
| 13:30 |
Lunch |
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| 14:30 |
DLR R&D on IIM for high resolution images: first step TerraSAR |
M. Datcu |
Presentation (16MB) |
| 15:00 |
Slovenia plans for an EO center |
Z. Cucej |
Presentation (2MB) |
| 15:30 |
GMES Services Element |
G. Campbell |
Presentation (33MB) |
| 16:00 |
Coffee Break |
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| 16:20 |
Image Information Mining Future and Opportunities |
K. Seidel, M. Datcu |
Presentation (410KB)
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| 16:50 |
Automatic Person Retrieval from Image Collections |
P. Corcoran, G. Costache |
Abstract
Presentation (2MB) |
| 17:20 |
Medical image mining for Picture Archiving and Communication Systems (PACS) |
M. Datcu, R. Strungaru, M. Ungureanu, A. Colapicchioni, S. Pasca, C. Pascuali, R. Murri, K. Seidel |
Abstract
Presentation (10MB) |
17:50 |
European Spatial Data Infrastructure: striking the balance between operational and research-related activities |
P. Smits |
Abstract
Presentation (0.8MB) |
| 18:00 |
Welcome cocktail |
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18:30 |
Poster Session |
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Wavelet-based Approach for Knowledge Mining In Earth Observation Data Archives |
V.P. Shah, S.S. Durba, N.H. Younan, R.L. King |
Poster |
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Wavelet based feature extraction for SAR data |
D. Gleich, M. Datcu |
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Survey on Methods for Feature Extraction of SAR data |
C. Iorga, M. Datcu |
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Studying comparison of feature extraction algorithms for feature map generation |
I. Gomez, M. Datcu |
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Rate Distortion Theory Method for EO Data Assessment and Model Selection |
M. Datcu, M. Soccorsi, D. Solimini, F. Del Frate |
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Information Theoretical Approach for Searching Very Large Image Archives |
M. Ciucu, M. Datcu |
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Incremental Grid Based Adaptive Vector Quantization for Indexing Very Large EO image archives |
M. Ciucu, M. Datcu |
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KES - Knowledge Enabled Services |
A. Colapicchioni |
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Assessment of Classification of Multifrequency and Polsar Images |
A. Carrega, A. Luti, S. Serpico, G. Moser, M. Datcu |
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DWS: Cluster based Optimization of a Datawarehouse System, application to Image Information Mining |
A. Pelizzari |
Abstract |
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Feature Selection for Satellite Image Indexing |
M. Campedel, E. Moulines, M. Datcu |
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Relevance feedback in satellite content based image retrieval systems |
M. Costache, H Maitre, M. Campedel |
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Scale Characterization for Remote Sensing Images |
J.F. Aujol, B. Luo, Y. Gousseau, H. Maître |
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Spatio-temporal Textures Characterization Based on Information Bottleneck Principle |
L. Gueguen, M. Datcu |
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Combining clustering results for the analysis of textures of SPOT5 images |
I. Kyrgyzov, H. Maître, M. Campedel |
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Volcanoes Monitoring By Infrared |
O. Colin |
Poster |
October 6, 2005, Conference Day 2, Morning Session
"Theory" - Chair: A. Giros
| 09:20 |
Logistics |
S. D'Elia |
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| 09:30 |
Visual Information Retrieval |
N. Boujemaa (keynote speaker) |
Biography
Presentation (5MB) |
| 10:00 |
Adaptive Image Registration |
L. Eikvil, P.O. Husřy, A. Ciarlo |
Abstract
Article
Presentation (4MB) |
| 10:30 |
SAR image enhancement using particle filters |
D. Gençaga, E.E. Kuruoglu, A. Ertüzün |
Abstract
Article
Presentation (0.8MB) |
| 11:00 |
Coffee Break |
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| 11:30 |
SAR Image Classification via Tree-Structured Markov Random Fields and Information-Theoretic Heterogeneity Features |
B. Aiazzi, L. Alparone, S. Baronti, G. Cuozzo, C. D’Elia, G. Schirinzi |
Abstract
Article
Presentation (18MB) |
| 12:00 |
Image classification by complexity measures |
I. Gavat, C. Iancu, D. Faur, M. Datcu |
Abstract
Presentation (0.3MB) |
| 12:30 |
Comparison of Object-based Classification Techniques on Multispectral Images |
G. Cuozzo, C. D’Elia, C. De Stefano, F. Fontanella, C. Marrocco, M. Molinara, A. Scotto di Freca, F. Tortorella |
Abstract
Presentation (2MB) |
| 13:00 |
Data mining via geometrical features of segmented images |
L. Galli, A. Petrelli, A. Colapicchioni |
Abstract
Presentation (8MB) |
| 13:30 |
Lunch |
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October 6, 2005, Conference Day 2, Afternoon Session
"Theory" - Chair: M. Datcu
| 14:30 |
Segmentations comparison based on an information theoretic measure |
A. Giros |
Article
Presentation (10MB) |
| 15:00 |
Patter Recognition in AVHRR images by means of hybrid neuro-fuzzy systems and fuzzy lattice neurocomputing model |
J. A. Piedra, M. Canton, F. Guindos |
Abstract
Article
Presentation (5MB) |
| 15:30 |
Mining relevant spatial information using graph matching |
S. Gautama, R. Bellens, W. Goeman, L. Martinez-Fonte, G. De Tré |
Abstract
Presentation (7MB) |
| 16:00 |
Coffee Break |
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| 16:30 |
Self-organizing map application for retrieval of man-made structures in remote sensing data |
M. Molinier, J. Laaksonen, T. Häme, J. Ahola |
Abstract
Article
Presentation (10MB) |
| 17:00 |
Active Relevance Feedback for Interactive Satellite Images retrieval |
M. Ferecatu, N. Boujemaa, M. Crucianu |
Abstract
Presentation (0.7MB) |
| 17:30 |
Building detection from single airborne images using Markov Random Fields |
A. Katartzis, H. Sahli |
Abstract
Presentation (11MB) |
| 18:00 |
Poster Session |
See first day |
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| 20:30 |
Dinner |
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October 7, 2005, Conference Day 3, Morning Session
"Applications" - Chair: L. Colaiacomo
| 08:50 |
Logistics |
S. D'Elia |
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| 09:00 |
Semantics-Enabled Framework for Knowledge Discovery from Earth Observation Data Archives |
R. King (keynote speaker) |
Abstract
Biography
Presentation (2MB) |
| 09:30 |
Leveraging the Semantic Web Technologies for Knowledge Discovery from Earth Observation Data Archives |
S. S. Durbha, R.L. King, N. H. Younan |
Abstract
Presentation (6MB) |
| 10:00 |
Report on KIM Validation |
K. Seidel |
Article
Presentation (7MB) |
| 10:30 |
Traditional Saharan underground canalization mapping from C-band SAR |
M. Quartulli, N. Pace, P. Laureano, M. Burgi |
Abstract
Article
Presentation (13MB) |
| 11:00 |
Coffee Break |
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| 11:30 |
KOMPSAT-1 archive on the SSE |
F. Kressler, C. Schiller, Y. Kim, G. Triebnig |
Article
Presentation (9MB) |
| 12:00 |
GRID enabled Feature extraction and signature Generation System for EO Images Database |
G. Milillo, L. Dini, Serra, Guerriero, Di Lecce |
Abstract
Article
Presentation (4MB) |
| 12:30 |
Optical / SAR images registration: method and results |
A. Giros |
Article
Presentation (11MB) |
| 13:00 |
Use of very high resolution satellite data for change detection in urban areas |
F. Del Frate, G. Schiavon, C. Solimini |
Abstract
Article
Presentation (17MB) |
| 13:30 |
Lunch |
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October 7, 2005, Conference Day 3, Afternoon Session
"Applications" - Chair: K. Seidel
| 14:30 |
EO Domain Specific Knowledge Enabled Services. Results of the KES-B Project Case Study at ESA/ESRIN |
J. Busto, R. Torguet, S. D´Elia, G. Troina |
Abstract
Presentation (5MB)
Article |
| 15:00 |
Approaches for and results of highly automated geospatial image analysis) |
A. Kühnen |
Article
Presentation (41MB)
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| 15:30 |
Knowledge Centred Earth Observation (KEO): A service oriented architecture for information discovery and exploitation |
A. Colapicchioni, C. Rosati, M. Manfredino |
Article
Presentation (2MB) |
| 16:00 |
Coffee Break |
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16:30 |
A Workflow-Based Approach for the Kernel 0 of EUSC Reference Facility |
C. Del Gracco |
Article
Presentation (3MB) |
| 17:00 |
STREAM project (Technology to Support Sustainable Humanitarian Crisis Management): System Concepts |
F. Cremer, H. Sahli |
Article
Presentation (3MB) |
| 17:30 |
Conclusions and Adjourn |
M. Datcu |
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| Participants |
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Franck Asbeck - EU Satellite Centre, Spain
Lucio Bardelli - Information Technology Services S.p.A., Italy
Robert Barrett - Eumetsat, Germany
Rik Bellens - University of Ghent, Belgium
Luigi Benedetti - Advanced Computer Systems S.p.A., Italy
Nozha Boujemaa - INRIA - Rocquencourt, France
Javier Busto - GTD, Sistemas de Información, Spain
Kiymet Buyuk - ESA/ESTEC, Netherlands
Iancu Claudia - University Politehnica Bucharest, Romania
Lucio Colaiacomo - EU Satellite Centre, Spain
Paolo Colandrea - kell s.r.l., Italy
Andrea Colapicchioni - Advanced Computer Systems S.p.A., Italy
Gabriel Costache - NUIG, Ireland
Frank Cremer - Vrije Universiteit Brussel, Belgium
Zarko Cucej - University of Maribor, Slovenia
Giovanni Cuozzo - University of Cassino , Italy
Mihai Datcu - DLR - German Aerospace Centre, Germany
Fabio Del Frate - University of Tor Vergata, Italy
Carlo Del Gracco - Spectrum Graphics S.p.A., Italy
Ciro D'Elia - University of Cassino, Italy
Sergio D'Elia - ESA-ESRIN, Italy
Vincenzo Di Martino - CASPUR, Italy
Franco Di Stadio - Telespazio S.p.A., Italy
Luigi Dini - ASI - Italian Space Agency, Italy
Line Eikvil - Norsk Regnesentral, Norway
Aysin Ertuzun - Bogazici University, Turkey
Marina Ferecatu - INRIA - Rocquencourt, France
Rudolf Fiedler - EADS Deutschland GmbH, Germany
Jörgen Forsgren - Metria, Sweden
Cremer Frank - Vrije Univeristiet Brussel, Belgium
Cédric Gauthy - PEPITe, Belgium
Inge Gavat - University Politehnica Bucharest, Romania
Deniz Gencaga - Bogazici University, Turkey
Alain Giros - CNES, France
Dusan Gleich - University of Maribor, Slovenia
Ines Gomez - DLR - German Aerospace Centre, Germany
Celestino Gomez-Cid - GMV S.A., Spain
Veronica Guidetti - ESA/ESRIN, Italy
Jean Pierre Guignard - ESA/ESRIN, Italy
Sahli Hichem - Vrije Universiteit Brussel, Belgium
Michele Iapaolo - University of Tor Vergata, Italy
Cristian Iorga - DLR - German Aerospace Centre, Germany
Marc Jenner - Eumetsat, Germany
Benjamin Jennes - PEPITe, Belgium
Roger King - Mississippi State University, United States
Florian Kressler - ARC systems research, Austria
Andreas Kuehnen - Definiens AG, Germany
Ercan E Kuruoglu - CNR-ISTI, Italy
Franz Kurz - DLR - German Aerospace Centre, Germany
Ivan Kyrgyzov - ENST (École Nationale Supérieure des Télécommunications), France
Olivier Leonard - ESA/ESRIN, Italy
Luciano Magliulo - Penelope, Italy
Pier Giorgio Marchetti - ESA/ESRIN, Italy
Roberto Medri - Advanced Computer Systems S.p.A., Italy
Marina Meila - University of Washington, United States
Luca Mellano - CHELYS srl, Italy
Mario Molinara - University of Cassino, Italy
Matthieu Molinier - VTT Information Technology, Finland
Philippe Mougnaud - ESA/ESRIN, Italy
Annamaria Nassisi - Alcatel Alenia Space Italia, Italy
Francesca Neccia - Information Technology Services S.p.A., Italy
Elodie Pagot - JRC, Italy
Tommaso Panetti - Spectrum Graphics S.p.A., Italy
Andrea Pelizzari - Critical Software, S.A., Portugal
Alberto Pellegrini - CHELYS srl, Italy
José Antonio Piedra Fernández - University of Almería, Spain
Marco Quartulli - Advanced Computer Systems S.p.A., Italy
Bernd Scheuchl - MDA, Canada
Luigi Scozzafava - CHELYS srl, Italy
Klaus Seidel - ETHZ, Switzerland
Emilio Simeone - FLYBY s.r.l. , Italy
Rowena Smillie - Spacebel s.a., Belgium
Matteo Soccorsi - University of Tor Vergata, Italy
Marc Spigai - Alcatel Alenia Space, France
Nicolas Younan - Mississippi State University, United States
Rafael Zarza - Eumetsat, Germany
Francesco Zirilli - University of Roma, La Sapienza, Italy
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