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Gesture based interaction for visually-impaired people

Sylvie Vidal , Grégoire Lefebvre
the 6th Nordic Conference on Computer Human Interaction, Oct 2010, Reykjavik, France. pp.809, ⟨10.1145/1868914.1869035⟩
Conference papers hal-02434746v1
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On the Basis Updating Rule of Adaptive-Subspace Self-Organizing Map (ASSOM)

Huicheng Zheng , Christophe Laurent , Grégoire Lefebvre
Artificial Neural Networks - ICANN 2006, 16th International Conference,, Sep 2006, Athens, Greece. ⟨10.1007/11840817_46⟩
Conference papers hal-01224793v1

Improved CNN-based Magnetic Indoor Positioning System using Attention Mechanism

Mahdi Abid , Paul Compagnon , Grégoire Lefebvre
2021 International Conference on Indoor Positioning and Indoor Navigation (IPIN), Nov 2021, Lloret de Mar, Spain. pp.1-8, ⟨10.1109/IPIN51156.2021.9662602⟩
Conference papers hal-03545107v1
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Transformer-Based Self-Supervised Learning for Emotion Recognition

Juan Vazquez-Rodriguez , Grégoire Lefebvre , Julien Cumin , James L. Crowley
26th International Conference on Pattern Recognition (ICPR 2022), Aug 2022, Montreal, Canada
Conference papers hal-03634490v2
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Class-Balanced Siamese Neural Networks

Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
Neurocomputing, 2017
Journal articles hal-01580527v1
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A Cascade of Unsupervised and Supervised Neural Networks for Natural Image Classification

Julien Ros , Christophe Laurent , Grégoire Lefebvre
Image and Video Retrieval, 5th International Conference, CIVR 2006, Jul 2006, Tempe, United States. ⟨10.1007/11788034_10⟩
Conference papers hal-01224262v1
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PSINES: Activity and Availability Prediction for Adaptive Ambient Intelligence

Julien Cumin , Grégoire Lefebvre , Fano Ramparany , James L Crowley
ACM Transactions on Autonomous and Adaptive Systems, 2020, 15 (1), pp.1-12. ⟨10.1145/3424344⟩
Journal articles hal-02943970v1
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Wearables and Social Signal Processing for Smarter Public Presentations

Alaeddine Mihoub , Grégoire Lefebvre
ACM Transactions on Interactive Intelligent Systems , 2019, Highlights of ACM IUI 2017, 9 (2-3), pp.9. ⟨10.1145/3234507⟩
Journal articles hal-01901691v1

Network Traffic Modeling For IoT-device Re-identification

Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia et al.
2020 International Conference on Omni-layer Intelligent Systems (COINS), Aug 2020, Barcelona, France. pp.1-6, ⟨10.1109/COINS49042.2020.9191376⟩
Conference papers hal-03148283v1

Multi-touch based video selection with an audio emotional curve

Grégoire Lefebvre
the 2012 ACM annual conference extended abstracts, May 2012, Austin, United States. pp.2561, ⟨10.1145/2212776.2223836⟩
Conference papers hal-02434751v1

Coupling Gestures with Tactile Feedback: A Comparative User Study

Grégoire Lefebvre , Emmanuelle Boyer , Sophie Zijp-Rouzier
the 7th Nordic Conference, Oct 2012, Copenhagen, Netherlands. pp.380, ⟨10.1145/2399016.2399075⟩
Conference papers hal-02434756v1
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A Priori Data and A Posteriori Decision Fusions for Human Action Recognition

Julien Cumin , Grégoire Lefebvre
11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), Mar 2016, Roma, Italy
Conference papers hal-01282008v1
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Attitude Estimation for Posture Detection in eHealth Services

Aida Makni , Grégoire Lefebvre
31st IEEE Computer-Based Medical Systems, Jun 2018, Karlstad, Sweden
Conference papers hal-01825808v1
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Objectionable Image Detection by ASSOM Competition

Grégoire Lefebvre , Huicheng Zheng , Christophe Laurent
Image and Video Retrieval, 5th International Conference, CIVR 2006, Jul 2006, Tempe, United States. ⟨10.1007/11788034_21⟩
Conference papers hal-01224269v1
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Inferring Availability for Communication in Smart Homes Using Context

Julien Cumin , Grégoire Lefebvre , Fano Ramparany , James L. Crowley
PerCom 2018 - IEEE International Conference on Pervasive Computing and Communications, Mar 2018, Athènes, Greece. pp.1-6
Conference papers hal-01762137v1
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A Probabilistic Self-Organizing Map for Facial Recognition

Grégoire Lefebvre , Christophe Garcia
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on, Dec 2008, Tampa, United States. ⟨10.1109/ICPR.2008.4760955⟩
Conference papers hal-01224217v1
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Social Intelligence Modeling using Wearable Devices

Alaeddine Mihoub , Grégoire Lefebvre
22nd International Conference on Intelligent User Interfaces (IUI 2017), Mar 2017, Limassol, Cyprus. pp.331 - 341, ⟨10.1145/3025171.3025195⟩
Conference papers hal-01493849v1
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Routine Modeling with Time Series Metric Learning

Paul Compagnon , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
28th International Conference on Artificial Neural Networks, Sep 2019, Munich, Germany. ⟨10.1007/978-3-030-30484-3_47⟩
Conference papers hal-02165265v2
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Robust Variational Autoencoders and Normalizing Flows for Unsupervised Network Anomaly Detection

Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia et al.
The 36th International Conference on Advanced Information Networking and Applications (AINA), 2022, Apr 2022, Sydney, Australia
Conference papers hal-03542451v1
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3D gesture classification with convolutional neural networks

Stefan Duffner , Samuel Berlemont , Grégoire Lefebvre , Christophe Garcia
International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.5432 - 5436, ⟨10.1109/ICASSP.2014.6854641⟩
Conference papers hal-01180542v1
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Human Activity Recognition Using Place-Based Decision Fusion in Smart Homes

Julien Cumin , Grégoire Lefebvre , Fano Ramparany , James L. Crowley
10th International and Interdisciplinary Conference, CONTEXT 2017, Jun 2017, Paris, France. pp.137 - 150, ⟨10.1145/1865987.1866010⟩
Conference papers hal-01555334v1
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Polar Sine Based Siamese Neural Network for Gesture Recognition

Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
International Conference on Artificial Neural Networks, Sep 2016, Barcelona, Spain. ⟨10.1007/978-3-319-44781-0_48⟩
Conference papers hal-01369302v1

Deep Neural Networks for Indoor Geomagnetic Field Fingerprinting with Regression Approach

Mahdi Abid , Grégoire Lefebvre
Proceedings of the 22nd Engineering Applications of Neural Networks Conference, 3, Springer International Publishing, pp.178-189, 2021, Proceedings of the International Neural Networks Society, ⟨10.1007/978-3-030-80568-5_15⟩
Book sections hal-03545088v1

OverView: Physically-based Vibrotactile Feedback for Temporal Information Browsing

Steven Strachan , Grégoire Lefebvre , Sophie Zijp-Rouzier
the 11th International Conference on Mobile Human Computer Interaction, Sep 2009, Bonn, France. pp.1, ⟨10.1145/1613858.1613910⟩
Conference papers hal-02434734v1
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Personalized Posture and Fall Classification with Shallow Gated Recurrent Units

Paul Compagnon , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
32nd IEEE CBMS International Symposium on Computer-Based Medical Systems, Jun 2019, Cordoue, Spain. ⟨10.1109/CBMS.2019.00034⟩
Conference papers hal-02095355v1
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Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection

Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
International Conference on Automatic Face and Gesture Recognition, May 2015, Ljubljana, Slovenia. pp.1-6, ⟨10.1109/FG.2015.7163112⟩
Conference papers hal-01179993v1

Improving indoor geomagnetic field fingerprinting using recurrence plot-based convolutional neural networks

Mahdi Abid , Grégoire Lefebvre
Journal of Location Based Services, 2021, 15 (1), pp.61-87. ⟨10.1080/17489725.2020.1856428⟩
Journal articles hal-03545096v1

RADON: Robust Autoencoder for Unsupervised Anomaly Detection

Naji Najari , Samuel Berlemont , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia et al.
The 14th International Conference on Security of Information and Networks, SINCONF 2021, Dec 2021, Edinburgh, United Kingdom. ⟨10.1109/SIN54109.2021.9699174⟩
Conference papers hal-03542185v1
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Learning Personalized ADL Recognition Models from Few Raw Data

Paul Compagnon , Grégoire Lefebvre , Stefan Duffner , Christophe Garcia
Artificial Intelligence in Medicine, 2020, pp.101916. ⟨10.1016/j.artmed.2020.101916⟩
Journal articles hal-02882684v1
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Learning a bag of features based nonlinear metric for facial similarity

Grégoire Lefebvre , Christophe Garcia
Advanced Video and Signal Based Surveillance (AVSS), 2013 10th IEEE International Conference on, Aug 2013, Krakow, Poland. ⟨10.1109/AVSS.2013.6636646⟩
Conference papers hal-01218768v1