Laurent Amsaleg

126
Documents

Publications

Publications

AggNet: Learning to aggregate faces for group membership verification

Marzieh Gheisari , Javad Amirian , Teddy Furon , Laurent Amsaleg
Signal Processing: Image Communication, 2024, 132, pp.117237. ⟨10.1016/j.image.2024.117237⟩
Article dans une revue hal-04875732 v1
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HyperStorylines: Interactively untangling dynamic hypergraphs

Vanessa Pena Araya , Tong Xue , Emmanuel Pietriga , Laurent Amsaleg , Anastasia Bezerianos
Information Visualization, 2022, 21 (1), pp.38-62. ⟨10.1177/14738716211045007⟩
Article dans une revue hal-03352276 v1
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High Intrinsic Dimensionality Facilitates Adversarial Attack: Theoretical Evidence

Laurent Amsaleg , James Bailey , Amelie Barbe , Sarah Erfani , Teddy Furon et al.
IEEE Transactions on Information Forensics and Security, 2020, 16, pp.1-12. ⟨10.1109/TIFS.2020.3023274⟩
Article dans une revue hal-02938099 v2
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Smooth adversarial examples

Hanwei Zhang , Yannis Avrithis , Teddy Furon , Laurent Amsaleg
EURASIP Journal on Information Security, 2020, 2020 (1), ⟨10.1186/s13635-020-00112-z⟩
Article dans une revue hal-03017171 v1
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Walking on the Edge: Fast, Low-Distortion Adversarial Examples

Hanwei Zhang , Yannis Avrithis , Teddy Furon , Laurent Amsaleg
IEEE Transactions on Information Forensics and Security, 2020, 16, pp.701 - 713. ⟨10.1109/TIFS.2020.3021899⟩
Article dans une revue hal-02931493 v1

Introduction to Special Issue of the 9th International Conference on Similarity Search and Applications (SISAP 2016)

Laurent Amsaleg , Michael E Houle , Erich Schubert
Information Systems, 2019, 80, pp.107. ⟨10.1016/j.is.2018.11.006⟩
Article dans une revue hal-02106914 v1

Extreme-value-theoretic estimation of local intrinsic dimensionality

Laurent Amsaleg , Oussama Chelly , Teddy Furon , Stéphane Girard , Michael E Houle et al.
Data Mining and Knowledge Discovery, 2018, 32 (6), pp.1768-1805. ⟨10.1007/s10618-018-0578-6⟩
Article dans une revue hal-01864580 v1

Introduction to Special Issue of the 23rd International Conference on Multimedia Modeling (MMM 2017)

Laurent Amsaleg , Cathal Gurrin , Björn Thór Jónsson , Shin’ichi Satoh
Multimedia Tools and Applications, 2018, 77 (22), pp.29405-29406. ⟨10.1007/s11042-018-6668-z⟩
Article dans une revue hal-02106902 v1

Prototyping a Web-Scale Multimedia Retrieval Service Using Spark

Laurent Amsaleg , Gylfi Thór Gudmundsson , Björn Thór Jónsson , Michael J Franklin
ACM Transactions on Multimedia Computing, Communications and Applications, 2018, 14 (3s), pp.1 - 24. ⟨10.1145/3209662⟩
Article dans une revue hal-01853379 v1
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Compte rendu de l'atelier Journalisme computationnel 2017

Laurent Amsaleg , Vincent Claveau
Recherche d’Information, Document et Web Sémantique, 2017, 1 (1), pp.6
Article dans une revue hal-01643444 v1
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Privacy-Preserving Outsourced Media Search

Li Weng , Laurent Amsaleg , Teddy Furon
IEEE Transactions on Knowledge and Data Engineering, 2016, 28 (10), ⟨10.1109/TKDE.2016.2587258⟩
Article dans une revue hal-01391444 v1
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Improving the Efficiency of Traditional DTW Accelerators

Romain Tavenard , Laurent Amsaleg
Knowledge and Information Systems (KAIS), 2015, 42 (1), pp.215-243. ⟨10.1007/s10115-013-0698-7⟩
Article dans une revue hal-00862176 v1

A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval

Li Weng , Laurent Amsaleg , April Morton , Stéphane Marchand-Maillet
IEEE Transactions on Information Forensics and Security, 2014, 10, pp.152-167. ⟨10.1109/TIFS.2014.2365998⟩
Article dans une revue hal-01083328 v1

Dynamic behavior of balanced NV-trees

Arnar Olafsson , Björn Þór Jónsson , Laurent Amsaleg , Herwig Lejsek
Multimedia Systems, 2010, ⟨10.1007/s00530-010-0199-4⟩
Article dans une revue inria-00514479 v1
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Locality sensitive hashing: a comparison of hash function types and querying mechanisms

Loïc Paulevé , Hervé Jégou , Laurent Amsaleg
Pattern Recognition Letters, 2010, 31 (11), pp.1348-1358. ⟨10.1016/j.patrec.2010.04.004⟩
Article dans une revue inria-00567191 v1

Nested OpenMP Parallelization of a Hierarchical Data Clustering Algorithm

Panagiotis Hadjidoukas , Laurent Amsaleg
Parallel Processing Letters, 2010, 20 (2), pp.187-208. ⟨10.1142/S0129626410000144⟩
Article dans une revue inria-00514758 v1

NV-tree: An Efficient Disk-Based Index for Approximate Search in Very Large High-Dimensional Collections

Herwig Lejsek , Friðrik-Heidar Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2009, 31 (5), pp.869-883. ⟨10.1109/TPAMI.2008.130⟩
Article dans une revue hal-00794359 v1

Model-based similarity estimation of multidimensional temporal sequences

Romain Tavenard , Laurent Amsaleg , Guillaume Gravier
Annals of Telecommunications - annales des télécommunications, 2009, 64 (5), pp.381-390. ⟨10.1007/s12243-009-0091-4⟩
Article dans une revue istex inria-00567877 v1
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Report from the first international workshop on computer vision meets databases (CVDB 2004)

Laurent Amsaleg , Björn Þór Jónsson , Vincent Oria
SIGMOD record, 2005, ⟨10.1145/1058150.1058163⟩
Article dans une revue inria-00175410 v1

Robust Object Recognition in Images and the Related Database Problems

Laurent Amsaleg , Patrick Gros , Sid-Ahmed Berrani
Multimedia Tools and Applications, 2004, 23 (3), pp.221-235. ⟨10.1023/B:MTAP.0000031758.46389.00⟩
Article dans une revue istex inria-00568538 v1

Recherche approximative de plus proches voisins

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros
Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2003, 22 (9), pp.1201-1230. ⟨10.3166/tsi.22.1201-1230⟩
Article dans une revue istex inria-00604073 v1

Recherche par similarités dans les bases de données multidimensionnelles : panorama des techniques d'indexation

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros
Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2002, 7 (5-6), pp.9-44. ⟨10.3166/isi.7.5-6.9-44⟩
Article dans une revue istex inria-00604464 v1

Content-based retrieval using local descriptors: problems and issues from a database perspective

Laurent Amsaleg , Patrick Gros
Pattern Analysis and Applications, 2001, 4 (2-3), pp.108-124. ⟨10.1007/s100440170011⟩
Article dans une revue istex inria-00568567 v1
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Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples

Shashanka Venkataramanan , Ewa Kijak , Laurent Amsaleg , Yannis Avrithis
NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New Orleans (Louisiana), United States. pp.1-17
Communication dans un congrès hal-04214672 v1
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It Takes Two to Tango: Mixup for Deep Metric Learning

Shashanka Venkataramanan , Bill Psomas , Ewa Kijak , Laurent Amsaleg , Konstantinos Karantzalos et al.
ICLR 2022 - 10th International Conference on Learning Representations, Apr 2022, Virtual, France. pp.1-21
Communication dans un congrès hal-03577949 v1
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AlignMixup: Improving Representations By Interpolating Aligned Features

Shashanka Venkataramanan , Ewa Kijak , Laurent Amsaleg , Yannis Avrithis
CVPR 2022- IEEE/CVF Proceedings on Computer Vision and Pattern Recognition, Jun 2022, New Orleans (Louisiana), United States
Communication dans un congrès hal-03620779 v1
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Patch Replacement: A Transformation-based Method to Improve Robustness against Adversarial Attacks

Hanwei Zhang , Yannis Avrithis , Teddy Furon , Laurent Amsaleg
Trustworthy AI 2021 - 1st International Workshop on Trustworthy AI for Multimedia Computing, Oct 2021, Virtual, China. pp.1-10, ⟨10.1145/3475731.3484955⟩
Communication dans un congrès hal-03363999 v1
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Exploring Quality Camouflage for Social Images

Zhuoran Liu , Zhengyu Zhao , Martha Larson , Laurent Amsaleg
MediaEval 2020 - MediaEval Benchmarking Initiative for Multimedia Evaluation, Dec 2020, Online, United States. pp.1-3
Communication dans un congrès hal-03129778 v1
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Interactive Learning for Multimedia at Large

Omar Shahbaz Khan , Björn Thór Jónsson , Stevan Rudinac , Jan Zahálka , Hanna Ragnarsdóttir et al.
42nd European Conference on IR Research, ECIR, Apr 2020, Lisbon (Portugal), France. pp.495-510, ⟨10.1007/978-3-030-45439-5_33⟩
Communication dans un congrès hal-02566458 v1
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Joint Learning of Assignment and Representation for Biometric Group Membership

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg
ICASSP 2020 - 45th International Conference on Acoustics, Speech, and Signal Processing, May 2020, Barcelona, Spain
Communication dans un congrès hal-02490005 v1
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Privacy Preserving Group Membership Verification and Identification

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg
CVPR 2019 - IEEE Conference on Computer Vision and Pattern Recognition, Jun 2019, Long Beach, United States. pp.1-9
Communication dans un congrès hal-02107442 v1

Integration of Exploration and Search: A Case Study of the $M^3$ Model

Snorri Gíslason , Björn Thór Jónsson , Laurent Amsaleg
MMM 2019 - 25th International Conference on MultiMedia Modeling, Jan 2019, Thessaloniki, Greece. pp.156-168, ⟨10.1007/978-3-030-05710-7_13⟩
Communication dans un congrès hal-02106893 v1
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Évaluation objective de plongements pour la synthèse de parole guidée par réseaux de neurones

Antoine Perquin , Gwénolé Lecorvé , Damien Lolive , Laurent Amsaleg
Traitement automatique du langage naturel, Jul 2019, Toulouse, France
Communication dans un congrès hal-02419483 v1
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Group Membership Verification with Privacy: Sparse or Dense?

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg
WIFS 2019 - IEEE International Workshop on Information Forensics and Security, Dec 2019, Delft, Netherlands. pp.1-6
Communication dans un congrès hal-02489991 v2
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Exquisitor: Breaking the Interaction Barrier for Exploration of 100 Million Images

Hanna Ragnarsdóttir , Thórhildur Thorleiksdóttir , Omar Shahbaz Khan , Björn Thór Jónsson , Gylfi Thór Gudmundsson et al.
MM 2019 - 27th ACM International Conference on Multimedia, Oct 2019, Nice, France. pp.1029-1031, ⟨10.1145/3343031.3350580⟩
Communication dans un congrès hal-02378272 v1
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Intrinsic Dimensionality Estimation within Tight Localities

Laurent Amsaleg , Oussama Chelly , Michael E Houle , Ken-Ichi Kawarabayashi , Miloš Radovanović et al.
2019 SIAM International conference on Data Mining, May 2019, Calgary (Alberta), Canada. pp.181-189, ⟨10.1137/1.9781611975673.21⟩
Communication dans un congrès hal-02125331 v1
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Aggregation and embedding for group membership verification

Marzieh Gheisari , Teddy Furon , Laurent Amsaleg , Behrooz Razeghi , Slava Voloshynovskiy
ICASSP 2019 - IEEE International Conference on Acoustics, Speech and Signal Processing, May 2019, Brighton, United Kingdom. pp.2592-2596, ⟨10.1109/ICASSP.2019.8682422⟩
Communication dans un congrès hal-02091036 v3
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Time Series Retrieval using DTW-Preserving Shapelets

Ricardo Carlini Sperandio , Simon Malinowski , Laurent Amsaleg , Romain Tavenard
SISAP 2018 – 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.257-270, ⟨10.1007/978-3-030-02224-2_20⟩
Communication dans un congrès hal-01841995 v1
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Transactional Support for Visual Instance Search

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Thór Jónsson , Laurent Amsaleg
SISAP 2018 - 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.1-14
Communication dans un congrès hal-01843043 v1
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Scalability of the NV-tree: Three Experiments

Laurent Amsaleg , Björn Thor Jónsson , Herwig Lejsek
SISAP 2018 - 11th International Conference on Similarity Search and Applications, Oct 2018, Lima, Peru. pp.1-14
Communication dans un congrès hal-01843046 v1
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Phone-Level Embeddings for Unit Selection Speech Synthesis

Antoine Perquin , Gwénolé Lecorvé , Damien Lolive , Laurent Amsaleg
SLSP 2018 - 6th International Conference on Statistical Language and Speech Processing, Oct 2018, Mons, Belgium. pp.21-31, ⟨10.1007/978-3-030-00810-9_3⟩
Communication dans un congrès hal-01840812 v1

DeCP-Live: A Web-Interface for DeCP, a Distributed High-Throughput CBIR System

Laurent Amsaleg , Gylfi Thor Gudmundsson , Christian Andreas Jacobsen , Hilmar Tryggvason , Bjorn Thor Jonsson
CBMI 2018 - International Conference on Content-Based Multimedia Indexing, Sep 2018, La Rochelle, France. pp.1-4, ⟨10.1109/CBMI.2018.8516275⟩
Communication dans un congrès hal-02106908 v1
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The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic Dimensionality

Laurent Amsaleg , James E. Bailey , Dominique Barbe , Sarah Erfani , Michael E Houle et al.
WIFS 2017 - 9th IEEE International Workshop on Information Forensics and Security, Dec 2017, Rennes, France
Communication dans un congrès hal-01599355 v1

On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique

Haukur Pálmasson , Björn Þór Jónsson , Laurent Amsaleg , Markus Schedl , Peter Knees
10th International Conference on Similarity Search and Applications, Oct 2017, munich, Germany
Communication dans un congrès hal-01565217 v1

Towards Engineering a Web-Scale Multimedia Service: A Case Study Using Spark

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Þór Jónsson , Michael J Franklin
Multimedia Systems Conference, Jun 2017, Taipei, Taiwan. ⟨10.1145/3083187.3083200⟩
Communication dans un congrès hal-01565196 v1
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Learning DTW-Preserving Shapelets

Arnaud Lods , Simon Malinowski , Romain Tavenard , Laurent Amsaleg
IDA 2017 - 16th International Symposium on Intelligent Data Analysis, Oct 2017, London, United Kingdom. pp.198-209, ⟨10.1007/978-3-319-68765-0_17⟩
Communication dans un congrès hal-01565207 v2
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Shaping-Up Multimedia Analytics: Needs and Expectations of Media Professionals

Guillaume Gravier , Martin Ragot , Laurent Amsaleg , Rémi Bois , Grégoire Jadi et al.
The 22nd International Conference on Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Jan 2016, Miami, United States
Communication dans un congrès hal-01214829 v1
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SSD Technology Enables Dynamic Maintenance of Persistent High-Dimensional Indexes

Björn Þór Jónsson , Laurent Amsaleg , Herwig Lejsek
ACM International Conference on Multimedia Retrieval 2016, Jun 2016, New York, United States. ⟨10.1145/2911996.2912065⟩
Communication dans un congrès hal-01305651 v1
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Ten Research Questions for Scalable Multimedia Analytics

Björn Þór Jónsson , Marcel Worring , Jan Zahálka , Stevan Rudinac , Laurent Amsaleg
The 22nd International Conference On Multimedia Modelling, Special Session Perspectives on Multimedia Analytics, Jan 2016, Miami, United States
Communication dans un congrès hal-01214847 v1
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Scaling Group Testing Similarity Search

Ahmet Iscen , Laurent Amsaleg , Teddy Furon
ACM International Conference on Multimedia Retrieval 2016 , Jun 2016, New York, United States. ⟨10.1145/2911996.2912010⟩
Communication dans un congrès hal-01304287 v1
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Near-Duplicate Video Detection Based on an Approximate Similarity Self-Join Strategy

Henrique Batista da Silva , Zenilton Patrocino Jr. , Guillaume Gravier , Laurent Amsaleg , Arnaldo de A. Araújo et al.
14th International Workshop on Content-based Multimedia Indexing, Jun 2016, bucarest, Romania
Communication dans un congrès hal-01305691 v1

Sketching techniques for very large matrix factorization

Raghavendran Balu , Teddy Furon , Laurent Amsaleg
ECIR 2016 - 38th European Conference on Information Retrieval , 2016, Padoue, Italy
Communication dans un congrès hal-01249621 v1

A Multi-Dimensional Data Model for Personal Photo Browsing

Björn Thór Jónsson , Grímur Tómasson , Hlynur Sigurþórsson , Áslaug Eríksdóttir , Laurent Amsaleg et al.
International Conference on Multimedia Modelling, 2015, Sydney, Australia
Communication dans un congrès hal-01083344 v1
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Sequential pattern mining on multimedia data

Corentin Hardy , Laurent Amsaleg , Guillaume Gravier , Simon Malinowski , René Quiniou
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database Workshop on Advanced Analytics and Learning on Temporal Data, 2015, Porto, Portugal
Communication dans un congrès hal-01186446 v1

Estimating Local Intrinsic Dimensionality

Laurent Amsaleg , Oussama Chelly , Teddy Furon , Stéphane Girard , Michael E. Houle et al.
21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'15, ACM, Aug 2015, Sidney, Australia. pp.29-38 ⟨10.1145/2783258.2783405⟩
Communication dans un congrès hal-01159217 v1

Supervised multi-scale locality sensitive hashing

Li Weng , I-Hong Jhuo , Miaojing Shi , Meng Sun , Wen-Huang Cheng et al.
Proc. of International Conference on Multimedia Retrieval (ICMR), Jun 2015, Shanghai, China
Communication dans un congrès hal-01141225 v1

$M^3$ + $P^3$+ $O^3$ = Multi-D Photo Browsing

Björn Þór Jónsson , Áslaug Eríksdóttir , Ólafur Waage , Grímur Tómasson , Hlynur Sigurþórsson et al.
International Conference on MultiMedia Modeling, Jan 2014, Dublin, Ireland
Communication dans un congrès hal-00925464 v1
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Image Retrieval with Reciprocal and shared Nearest Neighbors

Agni Delvinioti , Hervé Jégou , Laurent Amsaleg , Michael E. Houle
VISAPP--International Conference on Computer Vision Theory and Applications, Jan 2014, Barcelone, Portugal
Communication dans un congrès hal-00907481 v1
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Fast and secure similarity search in high dimensional space

Teddy Furon , Hervé Jégou , Laurent Amsaleg , Benjamin Mathon
IEEE International Workshop on Information Forensics and Security, 2013, Guangzhou, China
Communication dans un congrès hal-00857570 v1
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Recherche approximative de plus proches voisins efficace et sûre

Benjamin Mathon , Teddy Furon , Laurent Amsaleg , Julien Bringer
GRETSI, Sep 2013, Brest, France. pp.ID238
Communication dans un congrès hal-00823879 v2
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Scalable high-dimensional indexing with Hadoop

Denis Shestakov , Diana Moise , Gylfi Thór Gudmundsson , Laurent Amsaleg
CBMI---International Workshop on Content-Based Multimedia Indexing, 2013, Veszprém, Hungary
Communication dans un congrès hal-00817378 v1
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Secure and Efficient Approximate Nearest Neighbors Search

Benjamin Mathon , Teddy Furon , Laurent Amsaleg , Julien Bringer
1st ACM Workshop on Information Hiding and Multimedia Security, Jun 2013, Montpellier, France. pp.175--180, ⟨10.1145/2482513.2482539⟩
Communication dans un congrès hal-00817336 v2
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Indexing and Searching 100M Images with Map-Reduce

Diana Moise , Denis Shestakov , Gylfi Thór Gudmundsson , Laurent Amsaleg
ACM International Conference on Multimedia Retrieval, Apr 2013, Dallas, United States
Communication dans un congrès hal-00796475 v1

Terabyte-scale image similarity search : experience and best practice

Diana Moise , Denis Shestakov , Gylfi Þór Guðmundsson , Laurent Amsaleg
IEEE International Conference on Big Data, 2013, Santa Clara, United States
Communication dans un congrès hal-00857577 v1
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Distributed High-Dimensional Index Creation using Hadoop, HDFS and C++

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Þór Jónsson
CBMI - 10th Workshop on Content-Based Multimedia Indexing, Jun 2012, Annecy, France. ⟨10.1109/CBMI.2012.6269848⟩
Communication dans un congrès hal-00764434 v1
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Enlarging hacker's toolbox: deluding image recognition by attacking keypoint orientations

Thanh-Toan Do , Ewa Kijak , Laurent Amsaleg , Teddy Furon
ICASSP - 37th International Conference on Acoustics, Speech, and Signal Processing, Mar 2012, Kyoto, Japan
Communication dans un congrès hal-00686809 v1

Impact of Storage Technology on the Efficiency of Cluster-Based High-Dimensional Index Creation

Gylfi Thór Gudmundsson , Laurent Amsaleg , Björn Þór Jónsson
DASFAA - 17th International Conference on Database Systems for Advanced Applications, Apr 2012, Busan, South Korea. pp.53-64, ⟨10.1007/978-3-642-29023-7_6⟩
Communication dans un congrès hal-00844873 v1
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Using PhotoCube as an Extensible Demonstration Platform for Advanced Image Analysis Techniques

Grímur Tómasson , Hlynur Sigurþórsson , Kristjan Runarsson , Gisli Kristjan Olafsson , Björn Þór Jónsson et al.
CBMI - 10th Workshop on Content-Based Multimedia Indexing, Jun 2012, Annecy, France
Communication dans un congrès hal-00764447 v1
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Security-Oriented Picture-In-Picture Visual Modifications

Thanh-Toan Do , Laurent Amsaleg , Ewa Kijak , Teddy Furon
ICMR - ACM International Conference on Multimedia Retrieval, Jun 2012, Hong-Kong, China
Communication dans un congrès hal-00764431 v1

PhotoCube: effective and efficient multi-dimensional browsing of personal photo collections

Grímur Tómasson , Hlynur Sigurþórsson , Björn Þór Jónsson , Laurent Amsaleg
1st ACM International Conference on Multimedia Retrieval, Apr 2011, trento, Italy. ⟨10.1145/1991996.1992066⟩
Communication dans un congrès hal-00644942 v1
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Searching in one billion vectors: re-rank with source coding

Hervé Jégou , Romain Tavenard , Matthijs Douze , Laurent Amsaleg
ICASSP 2011 - International Conference on Acoustics, Speech and Signal Processing, May 2011, Prague, Czech Republic. pp.861-864, ⟨10.1109/ICASSP.2011.5946540⟩
Communication dans un congrès inria-00566883 v1

NV-Tree: nearest neighbors at the billion scale

Herwig Lejsek , Björn Þór Jónsson , Laurent Amsaleg
1st ACM International Conference on Multimedia Retrieval, Apr 2011, Trento, Italy. ⟨10.1145/1991996.1992050⟩
Communication dans un congrès hal-00644939 v1
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Balancing clusters to reduce response time variability in large scale image search

Romain Tavenard , Hervé Jégou , Laurent Amsaleg
International Workshop on Content-Based Multimedia Indexing (CBMI 2011), Jun 2011, Madrid, Spain
Communication dans un congrès inria-00576886 v2
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Deluding Image Recognition in SIFT-based CBIR Systems

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg
ACM Multimedia in Forensics, Security and Intelligence, ACM, Oct 2010, Firenze, Italy
Communication dans un congrès inria-00505845 v1

VidentifierTM Forensic: Large-Scale Video Identification in Practise

Herwig Lejsek , Hrönn Þórmódsdóttir , Friðrik Heiðar Ásmundsson , Kristleifur Daðason , Ársaell Þór Jóhannsson et al.
ACM International Conference on Multimedia, ACM MM'10 -- Workshop on Multimedia in Forensics, Security and Intelligence, MiFor, 2010, Florence, Italy
Communication dans un congrès hal-00812351 v1
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Understanding the Security and Robustness of SIFT

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg
ACM Multimedia, Oct 2010, Firenze, Italy
Communication dans un congrès inria-00505843 v1

Videntifier (TM) Forensic: large-scale video identification in practice

Herwig Lejsek , Hrönn Þórmódsdóttir , Friðrik-Heidar Heiðar Ásmundsson , Ársaell Þór Jóhannsson , Kristleifur Daðason et al.
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, ACM, Oct 2010, Florence, Italy. ⟨10.1145/1877972.1877973⟩
Communication dans un congrès inria-00561014 v1
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Challenging the Security of Content Based Image Retrieval Systems

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg
MMSP - EEE International Workshop on Multimedia Signal Processing, Oct 2010, Saint-Malo, France. ⟨10.1109/MMSP.2010.5661993⟩
Communication dans un congrès inria-00505846 v1

GPU Acceleration of Eff2 Descriptors using CUDA

Kristleifur Daðason , Ársaell Þór Jóhannsson , Herwig Lejsek , Björn Þór Jónsson , Laurent Amsaleg
ACM International Conference on Multimedia, Oct 2010, Florence, Italy. ⟨10.1145/1873951.1874178⟩
Communication dans un congrès inria-00560190 v1

A Large-Scale Performance Study of Cluster-Based High-Dimensional Indexing

Gylfi Thór Gudmundsson , Björn Þór Jónsson , Laurent Amsaleg
18th ACM International Conference on Multimedia - Workshop on Very-Large-Scale Multimedia Corpus, Mining and Retrieval, ACM, Oct 2010, Florence, Italy. ⟨10.1145/1878137.1878145⟩
Communication dans un congrès inria-00560972 v1

Vectorisation des processus d'appariement document-requête

Vincent Claveau , Romain Tavenard , Laurent Amsaleg
7e conférence en recherche d'informations et applications, CORIA'10, Mar 2010, Sousse, Tunisie
Communication dans un congrès inria-00561797 v1

Videntifier Forensic: Robust and Efficient Detection of Illegal Multimedia

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Kristleifur Daðason , Björn Þór Jónsson , Laurent Amsaleg
ACM International Conference on Multimedia, 2009, beijing, China
Communication dans un congrès hal-00812355 v1

Videntifier Forensic: A New Law Enforcement Service for Automatic Identification of Illegal Video Material

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Kristleifur Daðason , Baldur Jóhannesson , Ævar Kvaran et al.
ACM International Conference on Multimedia, ACM MM'09 -- Workshop on Multimedia in Forensics, Security and Intelligence, MiFor, 2009, Beijing, China
Communication dans un congrès hal-00812353 v1
Image document

Evaluation of GIST descriptors for web-scale image search

Matthijs Douze , Hervé Jégou , Sandhawalia Harsimrat , Laurent Amsaleg , Cordelia Schmid
CIVR 2009 - International Conference on Image and Video Retrieval, Jul 2009, Santorini, Greece. pp.19:1-8, ⟨10.1145/1646396.1646421⟩
Communication dans un congrès inria-00394212 v1
Image document

Query-Adaptative Locality Sensitive Hashing

Hervé Jégou , Laurent Amsaleg , Cordelia Schmid , Patrick Gros
ICASSP 2008 - IEEE International Conference on Acoustics, Speech, and Signal Processing, Mar 2008, Las Vegas, United States. pp.825-828, ⟨10.1109/ICASSP.2008.4517737⟩
Communication dans un congrès inria-00318614 v1
Image document

Eff2 Videntifier: Identifying Pirated Videos in Real-Time

Kristleifur Daðason , Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg
ACM International Conference on Multimedia, Sep 2007, Augsburg, Germany
Communication dans un congrès inria-00175874 v1

The Eff2 Project: Towards Efficient and Effective Support for Large-Scale High-Dimensional Indexing

Björn Þór Jónsson , Herwig Lejsek , Laurent Amsaleg
Content-Based Multimedia Indexing (CBMI), Jun 2007, Bordeaux, France
Communication dans un congrès inria-00175870 v1
Image document

Remix : une architecture pour la recherche dans les masses de données indexées

Gilles Georges , Steven Derrien , Stéphane Rubini , Frédéric Raimbault , Laurent Amsaleg et al.
Symposium en archichecture de machines (Sympa) 2006, Oct 2006, Perpignan, France. pp.142-153
Communication dans un congrès hal-00505589 v1
Image document

Blazingly Fast Image Copyright Enforcement

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Thór Jónsson , Laurent Amsaleg
Proceedings of the 14th annual ACM international conference on Multimedia, Oct 2006, Santa Barbara, United States. ⟨10.1145/1180639.1180739⟩
Communication dans un congrès inria-00175247 v1
Image document

Scalability of Local Image Descriptors: A Comparative Study

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg
Proceedings of the 14th annual ACM international conference on Multimedia, Oct 2006, Santa Barbara, United States. ⟨10.1145/1180639.1180760⟩
Communication dans un congrès inria-00175234 v1
Image document

The Quality vs. Time Trade-off for Approximate Image Descriptor Search

Rut Sigurdardottir , Hlynur Hauksson , Björn Þór Jónsson , Laurent Amsaleg
21st International Conference on Data Engineering Workshops (ICDEW'05), EMMA - International Workshop on Managing Data for Emerging Multimedia Applications, Apr 2005, Tokyo, Japan. ⟨10.1109/ICDE.2005.294⟩
Communication dans un congrès inria-00175330 v1
Image document

Efficient and Effective Image Copyright Enforcement

Herwig Lejsek , Friðrik Heiðar Ásmundsson , Björn Þór Jónsson , Laurent Amsaleg
21e journées Bases de données avancées, Oct 2005, Saint Malo, France
Communication dans un congrès inria-00175253 v1

The Eff2 Image Retrieval System Prototype

Ragnheiður Grétarsdóttir , Sigurðir Einarsson , Björn Þór Jónsson , Laurent Amsaleg
IASTED International Conference on Databases and Applications, Feb 2005, Innsbruck, Austria
Communication dans un congrès inria-00175405 v1
Image document

Evaluating Garbage Collectors for Large Persistence Stores

Laurent Amsaleg , Paulo Ferreira , Michael Franklin , Marc Shapiro
OOPSLA Workshop on Object Database Behavior, Benchmarks, and Performance, Addendum to the Proceedings, 1995, Austin TX, USA, United States
Communication dans un congrès inria-00444638 v1

Some Key Issues in the Design of Distributed Garbage Collection and References

Marc Shapiro , David Plainfosse , Paulo Ferreira , Laurent Amsaleg
Unifying Theory and Practice in Distributed Systems, 1994, Dagstuhl, Germany, Germany
Communication dans un congrès inria-00444632 v1

Deep Neural Network Attacks and Defense: The Case of Image Classification

Hanwei Zhang , Teddy Furon , Laurent Amsaleg , Yannis Avrithis
Multimedia Security 1, 1, Wiley, 2022, Multimedia Security 1: Authentication and Data Hiding, 9781789450262. ⟨10.1002/9781119901808.ch2⟩
Chapitre d'ouvrage hal-03852749 v1

Attaques et défenses de réseaux de neurones profonds : le cas de la classification d'images

Hanwei Zhang , Teddy Furon , Laurent Amsaleg , Yannis Avrithis
ISTE. Sécurité multimédia 1. Authentification et insertion de données cachées, 2021, 978-1-78949-026-8
Chapitre d'ouvrage hal-03430025 v1

Proceedings of the 27th ACM International Conference on Multimedia

Laurent Amsaleg , Benoit Huet , Martha Larson , Guillaume Gravier , Hayley Hung et al.
Laurent Amsaleg; Benoit Huet; Martha Larson; Guillaume Gravier; Hayley Hung; Chong-Wah Ngo; Wei Tsang Ooi. 27th ACM International Conference on Multimedia, Oct 2019, Nice, France. ACM Press, 2019, ⟨10.1145/3343031⟩
Proceedings/Recueil des communications hal-02378803 v1

Proceedings of the 23rd International Conference on Multimedia Modeling, MMM 2017, Reykjavik, Iceland, January 4-6, 2017

Laurent Amsaleg , Gylfi Þór Guðmundsson , Cathal Gurrin , Björn Thór Jónsson , Shin'Ichi Satoh
Laurent Amsaleg; Gylfi Þór Guðmundsson; Cathal Gurrin; Björn Þór Jónsson; Shin'ichi Satoh. 23rd International Conference on Multimedia Modeling, MMM 2017, Jan 2017, Reykjavík, Iceland. 10132 (0302-9743), Springer International Publishing, 2017, MultiMedia Modeling, 978-3-319-51811-4. ⟨10.1007/978-3-319-51811-4⟩
Proceedings/Recueil des communications hal-01430555 v1

Similarity Search and Applications

Laurent Amsaleg , Michael E. Houle , Erich Schubert
Laurent Amsaleg; Michael E. Houle; Erich Schubert. SISAP -- Similarity Search and Applications, Oct 2016, Tokyo, Japan. 9939, Springer International Publishing, pp.XVII, 339, 2016, 978-3-319-46759-7. ⟨10.1007/978-3-319-46759-7⟩
Proceedings/Recueil des communications hal-01391426 v1
Image document

Towards Engineering a Web-Scale Multimedia Service: A Case Study Using Spark

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Thor Jónsson , Michael J Franklin
[Research Report] Inria Rennes Bretagne Atlantique; Reykjavik University; UC Berkeley. 2016
Rapport (rapport de recherche) hal-01416089 v1

A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval

Li Weng , Laurent Amsaleg , Stéphane Marchand-Maillet , April Morton
[Technical Report] 14.01, 2014
Rapport (rapport technique) hal-01059560 v1
Image document

Impact of Storage Technology on Cluster-Based High-Dimensional Indexing

Gylfi Þór Guðmundsson , Laurent Amsaleg , Björn Þór Jónsson
[Research Report] RR-7681, INRIA. 2011
Rapport (rapport de recherche) inria-00610446 v1
Image document

Improving the Efficiency of Traditional DTW Accelerators

Romain Tavenard , Laurent Amsaleg
[Research Report] 2011, pp.19
Rapport (rapport de recherche) hal-00639215 v3
Image document

Balancing clusters to reduce response time variability in large scale image search

Romain Tavenard , Laurent Amsaleg , Hervé Jégou
[Research Report] RR-7387, INRIA. 2010
Rapport (rapport de recherche) inria-00519490 v1
Image document

A Large-Scale Performance Study of Cluster-Based High-Dimensional Indexing

Gylfi Thór Gudmundsson , Björn Thór Jónsson , Laurent Amsaleg
[Research Report] RR-7307, INRIA. 2010
Rapport (rapport de recherche) inria-00489816 v1
Image document

Understanding the Security and Robustness of SIFT

Thanh-Toan Do , Ewa Kijak , Teddy Furon , Laurent Amsaleg
[Research Report] RR-7280, INRIA. 2010
Rapport (rapport de recherche) inria-00482502 v1
Image document

Challenging the Security of CBIR Systems

Ewa Kijak , Teddy Furon , Laurent Amsaleg
[Research Report] RR-7153, INRIA. 2009, pp.26
Rapport (rapport de recherche) inria-00441816 v1
Image document

The Quality vs. Time Trade-off for Approximate Image Descriptor Search

Rut Sigurðardóttir , Hlynur Hauksson , Björn Pór Jónsson , Laurent Amsaleg
[Research Report] RR-5382, INRIA. 2004, pp.19
Rapport (rapport de recherche) inria-00070621 v1
Image document

Portable Runtime Support and Exploitation of Nested Parallelism in OpenMP

Panagiotis E. Hadjidoukas , Laurent Amsaleg
[Research Report] RR-5307, INRIA. 2004, pp.12
Rapport (rapport de recherche) inria-00070693 v1
Image document

Controlling the Precision of Approximate Fast Nearest-Neighbor Searches

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros
[Research Report] RR-4423, INRIA. 2002
Rapport (rapport de recherche) inria-00072165 v1
Image document

Approximate k-Nearest-Neighbor Searches: A New Algorithm with Probabilistic Control of the Precision

Sid-Ahmed Berrani , Laurent Amsaleg , Patrick Gros
[Research Report] RR-4675, INRIA. 2002
Rapport (rapport de recherche) inria-00071910 v1
Image document

Mise en base d'images indexées par des descripteurs locaux : problèmes et perspectives

Laurent Amsaleg , Patrick Gros , Rim Mezhoud
[Rapport de recherche] RR-3903, INRIA. 2000
Rapport (rapport de recherche) inria-00072751 v1
Image document

A Robust Technique to Recognize Objects in Images, and the DB Problems it Raises

Laurent Amsaleg , Patrick Gros
[Research Report] RR-4081, INRIA. 2000
Rapport (rapport de recherche) inria-00072552 v1
Image document

Dynamic Query Operator Scheduling for Wide-Area Remote Access

Laurent Amsaleg , M. Franklin , Anthony Tomasic
[Research Report] RR-3283, INRIA. 1997
Rapport (rapport de recherche) inria-00073405 v1
Image document

Efficient Incremental Garbage Collection for Workstation/Server Database Systems

Laurent Amsaleg , Olivier Gruber , Michael Franklin
[Research Report] RR-2409, INRIA. 1994
Rapport (rapport de recherche) inria-00074266 v1
Image document

Object grouping in EOS

Olivier Gruber , Laurent Amsaleg
[Research Report] RR-1686, INRIA. 1992
Rapport (rapport de recherche) inria-00076910 v1
Image document

EOS, an environnement for object-based systems

Olivier Gruber , Laurent Amsaleg , Laurent Daynes , Patrick Valduriez
[Research Report] RR-1499, INRIA. 1991
Rapport (rapport de recherche) inria-00075063 v1
Image document

A Database Perspective on Large Scale High-Dimensional Indexing

Laurent Amsaleg
Data Structures and Algorithms [cs.DS]. Université Rennes 1, 2014
HDR tel-01097210 v1