
Publications (updated Feb 2012)
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- Thanh-Toan Do, Ewa Kijak, Laurent
Amsaleg, Teddy
Furon.
Enlarging
hacker's toolbox: deluding image recognition by attacking keypoint
orientations.
In IEEE
International Conference on Acoustics, Speech and Signal Processing,
ICASSP, 2012
- Gylfi Gudmundsson, Laurent Amsaleg, Björn
Þór Jónsson.
Impact of
Storage Technology on the Efficiency of Cluster-Based
High-Dimensional Index
Creation.
In
International Workshop on Flash-based Database Systems in
conjunction with DASFAA, 2012
- Romain Tavenard, Hervé Jégou, Laurent
Amsaleg.
Balancing
clusters to reduce response time variability in large scale image
search.
In International
Workshop on Content-Based Multimedia Indexing, CBMI, 2011
- Hervé Jégou, Romain Tavenard, Matthijs
Douze, Laurent
Amsaleg.
Searching in
one billion vectors: re-rank with source
coding.
In IEEE
International Conference on Acoustics, Speech and Signal Processing,
ICASSP, 2011
- Grímur Tómasson, Hlynur Sigurþórsson,
Björn Þór Jónsson, Laurent
Amsaleg.
PhotoCube:
Effective and Efficient Multi-Dimensional Browsing of Personal Photo
Collections.
In ACM
International Conference on Multimedia Retrieval, ICMR,
2011
- Herwig Lejsek, Björn Þór Jónsson, Laurent
Amsaleg.
NV-Tree:
Nearest Neighbors at the Billion
Scale.
In ACM
International Conference on Multimedia Retrieval, ICMR, 2011
- Gylfi Guðmundsson, Björn Þór Jónsson,
Laurent Amsaleg.
A
Large-Scale Performance Study of Cluster-Based High-Dimensional
indexing.
In 18th
ACM International Conference on Multimedia, ACM MM'10 -- Workshop on
Very-Large-Scale Multimedia Corpus, Mining and Retrieval, VLS-MCM,
Firenze, Italy, October
2010.
- Kristleifur Daðason, Ársaell Þór
Jóhannsson, Herwig Lejsek, Björn Þór Jónsson, Laurent
Amsaleg.
GPU
Acceleration of Eff2 Descriptors using
CUDA.
In 18th ACM
International Conference on Multimedia, ACM MM'10, Firenze, Italy, October 2010.
- Thanh-Toan Do, Ewa Kijak, Teddy Furon,
Laurent
Amsaleg.
Understanding
the Security and Robustness of
Sift.
In 18th ACM
International Conference on Multimedia, ACM MM'10, Firenze,
Italy, October 2010.
- Herwig Lejsek, Hrönn Þórmódsdóttir,
Friðrik Heidar Ásmundsson, Kristleifur Daðason, Ársaell Þór
Jóhannsson, Björn Þór Jónsson, Laurent
Amsaleg.
VidentifierTM
Forensic: Large-Scale Video Identification in
Practise.
In 18th
ACM International Conference on Multimedia, ACM MM'10 -- Workshop on
Multimedia in Forensics, Security and Intelligence, MiFor,
Firenze, Italy, October 2010.
- Thanh-Toan Do, Ewa Kijak, Teddy Furon, Laurent Amsaleg.
Deluding Image Recognition in SIFT-based CBIR Systems.
In 18th
ACM International Conference on Multimedia, ACM MM'10 -- Workshop on Multimedia
in Forensics, Security and Intelligence, MiFor, Firenze, Italy,
October
2010.
- Thanh-Toan Do, Ewa Kijak, Teddy Furon,
Laurent
Amsaleg.
Challenging
the Security of Content-Based Image Retrieval
Systems.
In IEEE
International Workshop on Multimedia Signal Processing,
MMSP'10, Saint-Malo, France, October 2010.
- Herwig Lejsek, Friðrik Heidar
Ásmundsson, Kristleifur Daðason, Baldur Jóhannesson, Ævar Kvaran,
Björn Þór Jónsson, Laurent
Amsaleg.
Videntifier
Forensic: A New Law Enforcement Service for Automatic Identification
of Illegal Video
Material.
In 17th
ACM International Conference on Multimedia, ACM MM'09 -- Workshop on Multimedia
in Forensics, Security and Intelligence, MiFor, Beijing,
P. R. China, October
2009.
- Herwig Lejsek, Friðrik Heidar
Ásmundsson, Kristleifur Daðason, Björn Þór Jónsson, Laurent
Amsaleg.
Videntifier
Forensic: Robust and Efficient Detection of Illegal Multimedia, a
demonstration.
In 17th
ACM International Conference on Multimedia, ACM MM'09, Beijing,
P. R. China, October 2009. 
- Matthijs Douze, Hervé Jégou, Harsimrat
Singh, Laurent Amsaleg, Cordelia
Schmid.
Evaluation of
GIST descriptors for web-scale image
search.
In 8th ACM
International Conference on Image and Video Retrieval,
CIVR'09, Santorin, Greece, July
2009. 
- Arnar Ólafsson, Björn Þór Jónsson, Laurent Amsaleg.
Dynamic Behavior of Balanced NV-Trees.
In 6th International Workshop on Content-Based Multimedia Indexing, CBMI'08, Bordeaux, France, June 2008.
- Hervé Jégou, Laurent Amsaleg, Cordelia
Schmid, Patrick
Gros.
Query-adaptative
locality sensitive
hashing.
In 33rd
IEEE International Conference on Acoustics, Speech and Signal
Processing, ICASSP'08, Las Vegas, Nevada, USA, March 2008. 
- Kristleifur Daðason, Herwig Lejsek,
Friðrik Heidar Ásmundsson, Björn Þór Jónsson, Laurent
Amsaleg.
Eff2
Videntifier: Identifying Pirated Videos in
Real-Time.
In 15th
ACM International Conference on Multimedia, ACM MM'07, Augsburg,
Germany, September
2007. 
- Herwig Lejsek, Björn Þór Jónsson,
Laurent
Amsaleg.
Invited
Paper: The
Eff2 Project: Towards Efficient and Effective Support for Large-Scale
High-Dimensional
Indexing.
In 5th
International Workshop on Content-Based Multimedia Indexing,
CBMI'07, Bordeaux, France, June 2007.
- Herwig Lejsek, Friðrik Heidar
Ásmundsson, Björn Þór Jónsson, Laurent
Amsaleg.
Scalability
of Local Image Descriptors: A Comparative
Study.
In 14th ACM
International Conference on Multimedia, ACM MM'06, Santa
Barbara, California, USA, October
2006. 
- Herwig Lejsek, Friðrik Heidar
Ásmundsson, Björn Þór Jónsson, Laurent
Amsaleg.
Blazingly
Fast Image Copyright
Enforcement.
In 14th
ACM International Conference on Multimedia, ACM MM'06, demonstrations,
Santa Barbara, California, USA, October
2006. 
- Panagiotis E. Hadjidoukas, Laurent
Amsaleg.
Parallelization
of a Hierarchical Data Clustering Algorithm using
OpenMP.
In 2nd
International Workshop on OpenMP, IWOMP'06, Reims, France,
June
2006.
- Ragnheiður Ýr Grétarsdóttir, Sigurður
Holdahl Einarsson, Björn Þór Jónsson, Laurent
Amsaleg.
The Eff2
Image Retrieval System
Prototype.
In IASTED
International Conference on Databases and Applications,
DBA'05, Innsbruck, Austria, 2005.
- Rut Sigurðardottir, Hlynur Hauksson,
Björn Þór Jónsson, Laurent
Amsaleg.
A Case Study
of the Quality vs. Time Trade-off for Approximate Image Descriptor
Search.
In 1st
IEEE International Workshop on Managing Data for Emerging Multimedia
Applications, EMMA'05, in cooperation with 21th IEEE Conference on
Data Engineering, ICDE'05, Tokyo, Japon, April
2005. 
- Panagiotis E. Hadjidoukas, Laurent
Amsaleg.
Portable
Support and Exploitation of Nested Parallelism in
OpenMP.
In 6th
European Workshop on OpenMP, KTH Royal Institute of
Technology, Stockholm, Suède, October 2004.
- Sid-Ahmed Berrani, Laurent Amsaleg,
Patrick Gros.
Robust
Content-Based Image Searches for Copyright
Protection.
In ACM
International Workshop on Multimedia Databases,
New Orleans, Louisiana, USA, November
2003. 
- Sid-Ahmed Berrani, Laurent Amsaleg, Patrick Gros.
Approximate Searches: k-Neighbors + Precision.
In 12th ACM International Conference on Information and Knowledge Management, CIKM'03,
New Orleans, Louisiana, USA, November
2003. 
- Laurent Amsaleg, Patrick Gros, Sid-Ahmed
Berrani.
A Robust
Technique to Recognize Objects in Images, and the DB Problems it
Raises.
In Workshop
on Multimedia Information Systems, Capri, Italy, November
2001.
- Laurent Amsaleg, Patrick Gros, Sid-Ahmed
Berrani.
A Robust
Technique to Recognize Objects in Images, and the DB Problems it
Raises.
In Workshop
on Multimedia Content-Based Indexing and Retrieval,
Rocquencourt, France, September 2001.
- Tolga Urhan, Michael Franklin, Laurent
Amsaleg.
Cost-based
query scrambling for initial
delays.
In ACM
SIGMOD International Conference, Pages 130-141, Seattle,
Washington, USA, June
1998. 
- Laurent Amsaleg, Michael Franklin,
Anthony Tomasic, Tolga
Urhan.
Scrambling
Query Plans to Cope with Unexpected
Delays.
In International
Conference on Parallel and Distributed Information Systems,
PDIS'96, Miami Beach, Floride, USA, December 1996.
- Laurent Amsaleg, Paulo Ferreira, Michael
Franklin, Marc
Shapiro.
Evaluating
Garbage Collectors for Large Persistent
Stores.
In The
1995 OOPSLA Workshop on Object Database Behavior, Benchmarks, and
Performance, Addendum to the Proceedings, Austin, Texas, USA,
October
1995.
- Laurent Amsaleg, Michael Franklin, Olivier Gruber.
Efficient Incremental Garbage Collection for Client-Server Object Database Systems.
In 21th International Conference on Very Large Databases, VLDB'05, Zürich, Suisse, September 1995.
- Laurent Amsaleg, Gilles Muller, Isabelle
Puaut, Xavier Rousset de
Pina.
Experience with
Building Distributed Systems on top of the Mach
Microkernel.
In 2nd
Broadcast Open Workshop, Grenoble, France, July
1995.
- Marc Shapiro, David Plainfossé, Paulo Ferreira, Laurent Amsaleg.
Some Key Issues in the Design of Distributed Garbage Collection and References.
In Seminar on ``Unifying Theory and Practice in Distributed Systems'', Dagstuhl International Conference, Dagstuhl, Allemagne, September 1994.
- Olivier Gruber, Laurent Amsaleg, Laurent Daynès, Patrick Valduriez.
EOS, An Environment for Object-Based Systems.
In 25th Hawaii International Conference on System Sciences, Volume 1, Pages 757-768, January 1992.
- Arnar Ólafsson, Björn Þór Jónsson,
Laurent Amsaleg, Herwig
Lejsek.
Dynamic behavior of
balanced NV-trees.
Multimedia
Systems,
2010. 
- Loïc Paulevé, Hervé Jégou, Laurent
Amsaleg.
Locality sensitive
hashing: A comparison of hash function types and querying
mechanisms.
Pattern
Recognition Letters, 31(11):1348-1358,
2010. 
- Panagiotis E. Hadjidoukas, Laurent
Amsaleg.
Nested OpenMP
Parallelization of a Hierarchical Data Clustering
Algorithm.
Parallel
Processing Letters, 20(2):187-208, June
2010. 
- Romain Tavenard, Laurent Amsaleg,
Guillaume
Gravier.
Model-based
similarity estimation of multidimensional temporal
sequences.
Annals of
Telecommunications, 64(5):381-390,
2009. 
- Herwig Lejsek, Friðrik Heidar Ásmundsson, Björn Þór Jónsson, Laurent Amsaleg.
NV-tree: An Efficient Disk-Based Index for Approximate Search in Very Large High-Dimensional Collections.
IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(5):869-883, May 2009. 
- Laurent Amsaleg, Björn Þór Jónsson, Vincent Oria.
Introduction to special issue on Computer Vision meets Databases.
Multimedia Tools and Applications, 38(2):185-186, 2008. 
- Laurent Amsaleg, Björn Þór Jónsson, Vincent Oria.
Report from the 3rd International Workshop on Computer Vision Meets Databases, CVDB'07.
SIGMOD Record, 37(1):46-48, 2008. 
- Laurent Amsaleg.
Contrer le piratage d'images : un logiciel précis et rapide.
Techniques de l'ingénieur, RE81, February 2007.
- Laurent
Amsaleg.
Un logiciel contre
le vol d'images. 197, June 2006.
- Laurent
Amsaleg.
Des images piratées
débusquées en 1 seconde. April
2006.
- Laurent Amsaleg, Björn Þór Jónsson, Vincent Oria.
Report from the First International Workshop on Computer Vision meets Databases, CVDB'04.
Sigmod Record, (1), March 2005.
- Laurent Amsaleg, Patrick Gros, Sid-Ahmed Berrani.
Robust Object Recognition in Images and the Related Database Problems.
Multimedia Tools and Applications, 23:221-235, 2004.
- Christian Barillot, Laurent Amsaleg, Florent Aubry, Jean-Pierre Bazin, Habib Benali, Yann Cointepas, Isabelle Corouge, Olivier Dameron, Michel Dojat, Catherine Garbay, Bernard Gibaud, Patrick Gros, Serge Kinkingnéhun, Grégoire Malandain, Jean-Pierre Matsumoto, Dimitri Papadopoulos, Mélanie Pélégrini, Nathalie Richard, Éric Simon.
Neurobase: Management of distributed knowledge and data bases in neuroimaging.
Human Brain Mapping, 2003.
- Sid-Ahmed Berrani, Laurent Amsaleg,
Patrick Gros.
Recherche
approximative de plus proches voisins : application à la
reconnaissance d'images par descripteurs
locaux.
Technique et Science
Informatiques, 22(9), 2003.
- Sid-Ahmed Berrani, Laurent Amsaleg, Patrick Gros.
Recherche par similarité dans les bases de données multidimensionnelles : panorama des techniques d'indexation.
RSTI - Ingénierie des systèmes d'information. Bases de données et multimédia, 7(5), 2002.
- Laurent Amsaleg, Patrick
Gros.
Content-based
retrieval using local descriptors: problems and issues from a
database perspective.
Pattern
Analysis and Applications, 4(2),
2001. 
- Laurent Amsaleg, Michael Franklin,
Olivier Gruber.
Garbage
Collection for a Client-Server Persistent Object
Store.
ACM Transactions on
Computer Systems, 17(3), August 1999. 
- Laurent Amsaleg, Michael Franklin,
Anthony Tomasic.
Dynamic
Query Operator Scheduling for Wide-Area Remote
Access.
Distributed and
Parallel Databases, 6(3), July 1998.
- Laurent Amsaleg, Philippe Bonnet, Michael Franklin, Anthony Tomasic, Tolga Urhan.
Improving Responsiveness for Wide Area Data Access.
Bulletin of the Technical Commitee on Data engineering, IEEE Computer Society, 20(3), September 1997.
- Laurent Amsaleg.
Indexation multidimensionnelle.
In L'indexation multimédia. Description et recherche automatiques, Patrick Gros (ed.), pp. 215-244,
Hermès, 2007.
- Laurent Amsaleg, Michael Franklin,
Olivier Gruber.
Garbage
Collection of a Client-Server Object-Oriented Database
System.
In Fully
Integrated Data Environments, FIDE'97, M. Atkinson
(ed.),
Springer Verlag,
1997.
- Olivier Gruber, Laurent Amsaleg.
Object Grouping in EOS.
In Distributed Object Management, Tamer Özsu, Umeshwar Dayal, Patrick Valduriez (eds.), pp. 117-131,
Morgan Koffman, San Mateo, Californie, USA, May 1994.
- Vincent Claveau, Romain Tavenard, Laurent Amsaleg.
Vectorisation des processus d'appariement document-requête.
In 7e conférence en recherche d'informations et applications, CORIA'10, Pages 313-324, Sousse, Tunisie, March 2010. 
- Romain Tavenard, Laurent Amsaleg, Guillaume Gravier.
Estimation de similarité entre séquences de descripteurs à l'aide de machines à vecteurs supports.
In 23es journées sur les bases de données avancées, BDA'07, Marseille, France, 2007.
- Romain Tavenard, Laurent Amsaleg, Guillaume Gravier.
Machines à vecteurs supports pour la comparaison de séquences de descripteurs.
In 12es journées compression et représentation des signaux audiovisuels, CORESA'07, Montpellier, France, 2007.
- Gilles Georges, Steven Derrien, Stéphane
Rubini, Frédéric Raimbault, Laurent
Amsaleg.
ReMIX: une
architecture pour la recherche dans les masses de données
indexées.
In Symposium
en Architecture de Machines, Sympa'06, Pages 143-152,
Perpignan, France, October
2006.
- Herwig Lejsek, Friðrik Heidar
Ásmundsson, Björn Þór Jónsson, Laurent
Amsaleg.
Efficient and
Effective Image Copyright
Enforcement.
In 21es
journées sur les bases de données avancées, BDA'05,
Saint-Malo, France, October 2005.
- Sid-Ahmed Berrani, Laurent Amsaleg,
Patrick
Gros.
Application de
la recherche approximative de plus proches voisins à la recherche
d'images par le contenu pour la détection des
copies.
In 20es
journées sur les bases de données avancées, BDA'04,
Montpellier, France, October 2004.
- Sid-Ahmed Berrani, Laurent Amsaleg,
Patrick
Gros.
Recherche
d'images par le contenu pour la détection des
copies.
In 14e
congrès francophone AFRIF-AFIA de reconnaissance des formes et
d'intelligence artificielle, RFIA'04, Toulouse, France,
January 2004.
- Christian Barillot, Laurent Amsaleg,
Florent Aubry, Jean-Pierre Bazin, Habib Benali, Yann Cointepas,
Isabelle Corouge, Olivier Dameron, Michel Dojat, Catherine Garbay,
Bernard Gibaud, Patrick Gros, Serge Kinkingnéhun, Grégoire Malandain,
Jean-Pierre Matsumoto, Dimitri Papadopoulos, Mélanie Pélégrini,
Nathalie Richard, Éric
Simon.
Neurobase:
Gestion de données et de connaissances distribuées en
Neuroimagerie.
In Journée
Web sémantique, Rennes, France, 2003.
- Sid-Ahmed Berrani, Laurent Amsaleg,
Patrick
Gros.
Probabilistically
Controlling the Precision of Approximate Nearest-Neighbor
Searches.
In 19e
journées sur les bases de données avancées, BDA'03, Pages
89-108, Lyon, France, October 2003.
- Laurent Amsaleg, Patrick Gros, Sid-Ahmed
Berrani.
A Robust
Technique to Recognize Objects in Images, and the DB Problems it
Raises.
In Traitement
et analyse d'images : méthodes et applications, TAIMA'01,
Hammamet, Tunisie, 2001.
- Alfons Kemper, Patrick Valduriez,
Noureddine Mouaddib, Jens Teubner, Mokrane Bouzeghoub, Volker Markl,
Laurent Amsaleg, Ioana Manolescu
(Eds.).
Proceedings of
the 11th International Conference on Extending Database Technology,
EDBT'08. ACM International Conference Proceeding
Series,
ACM, Nantes, France,
March 2008.
- Laurent Amsaleg, Vincent Claveau
(eds.).
Actes de la
conférence en recherche d'information et application, CORIA'08, et
des 3es rencontres des jeunes chercheurs en recherche d'information,
RJCRI'08.
Presses
Universitaires de Rennes 1, Trégastel, France, March
2008.
- Laurent Amsaleg, Björn Þór Jónsson,
Vincent Oria
(Eds.).
Proceedings of
the 3rd International Workshop on Computer Vision meets Databases,
CVDB'07.
ACM, Beijing,
P. R. China, June 2007.
- Harald Kosch, Laurent Amsaleg, Eric
J. Pauwels, Björn Þór
Jónsson.
Topic 11
Distributed and High-Performance
Multimedia.
In Euro-Par,
2007. 
- Laurent Amsaleg, Björn Þór Jónsson,
Vincent Oria (Eds.).
Multimedia
Tools and Applications, Special Issue. No 3, 2006.
- Laurent Amsaleg, Björn Þór Jónsson,
Vincent Oria
(Eds.) .
Proceedings of
the Second ACM International Workshop on Computer Vision meets
Databases,
CVDB'05.
ACM,
Baltimore, Maryland, USA, June 2005.
- Véronique Benzaken, Laurent Amsaleg
(Eds.)
Actes des 21es
journées Bases de données avancées,
BDA'05.
Presses Universitaires
de Rennes 1, Saint-Malo, France, October 2005.
- Laurent Amsaleg, Björn Þór Jónsson,
Vincent Oria (Eds.)
Proceedings
of the First International Workshop on Computer Vision meets
Databases, CVDB'04.
ACM, Paris,
France, June 2004.
Research Reports
Not listed.
Thesis
- Laurent Amsaleg.
Conception et réalisation d'un glaneur de cellules adapté aux SGBDO client-serveur.
PhD Thesis Université Paris 6 Pierre et Marie Curie, Paris, France, June 1995.