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Paul Honeine

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Fully residual Unet-based semantic segmentation of automotive fisheye images: a comparison of rectangular and deformable convolutions

Rosana El Jurdi , Ahmed Rida Sekkat , Yohan Dupuis , Pascal Vasseur , Paul Honeine
Multimedia Tools and Applications, 2023, ⟨10.1007/s11042-023-16627-9⟩
Journal articles hal-04231805v1
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Unsupervised Domain Adaptation for Regression Using Dictionary Learning

Mohamad Dhaini , Maxime Berar , Paul Honeine , Antonin van Exem
Knowledge-Based Systems, inPress, 267, pp.110439. ⟨10.1016/j.knosys.2023.110439⟩
Journal articles hal-04012551v1

Indoor Scene Recognition Mechanism Based on Direction-Driven Convolutional Neural Networks

Andrea Daou , Jean-Baptiste Pothin , Paul Honeine , Abdelaziz Bensrhair
Sensors, 2023, 23 (12), pp.5672. ⟨10.3390/s23125672⟩
Journal articles hal-04194216v1

End-to-End Convolutional Autoencoder for Nonlinear Hyperspectral Unmixing

Mohamad Dhaini , Maxime Berar , Paul Honeine , Antonin van Exem
Remote Sensing, 2022, 14 (14), pp.3341. ⟨10.3390/rs14143341⟩
Journal articles hal-03749095v1
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A comparative study of semantic segmentation of omnidirectional images from a motorcycle perspective

Ahmed Rida Sekkat , Yohan Dupuis , Paul Honeine , Pascal Vasseur
Scientific Reports, 2022, 12 (1), ⟨10.1038/s41598-022-08466-9⟩
Journal articles hal-03654210v1
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Graph kernels based on linear patterns: Theoretical and experimental comparisons

Linlin Jia , Benoit Gaüzère , Paul Honeine
Expert Systems with Applications, 2022, 189, pp.116095. ⟨10.1016/j.eswa.2021.116095⟩
Journal articles hal-03410508v1
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SynWoodScape: Synthetic Surround-View Fisheye Camera Dataset for Autonomous Driving

Ahmed Rida Sekkat , Yohan Dupuis , Varun Ravi Kumar , Hazem Rashed , Senthil Yogamani
IEEE Robotics and Automation Letters, 2022, 7 (3), pp.8502-8509. ⟨10.1109/LRA.2022.3188106⟩
Journal articles hal-03749088v1

A Study On The Stability of Graph Edit Distance Heuristics

Linlin Jia , Vincent Tognetti , Laurent Joubert , Benoit Gaüzère , Paul Honeine
Electronics, 2022, 11 (20), pp.3312. ⟨10.3390/electronics11203312⟩
Journal articles hal-03816056v1
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Symbols Detection and Classification using Graph Neural Networks

Guillaume Renton , Muhammet Balcilar , Pierre Héroux , Benoit Gaüzère , Paul Honeine
Pattern Recognition Letters, 2021, ⟨10.1016/j.patrec.2021.09.020⟩
Journal articles hal-03410511v1
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CoordConv-Unet: Investigating CoordConv for Organ Segmentation

R. El Jurdi , C. Petitjean , Paul Honeine , Fahed Abdallah
Innovation and Research in BioMedical engineering, 2021, ⟨10.1016/j.irbm.2021.03.002⟩
Journal articles hal-03410507v1
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High-level prior-based loss functions for medical image segmentation : a survey

Rosana El Jurdi , Caroline Petitjean , Paul Honeine , Veronika Cheplygina , Fahed Abdallah
Computer Vision and Image Understanding, 2021, 210, pp.103248. ⟨10.1016/j.cviu.2021.103248⟩
Journal articles hal-03410506v1
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graphkit-learn : a Python Library for Graph Kernels Based on Linear Patterns

Linlin Jia , Benoit Gaüzère , Paul Honeine
Pattern Recognition Letters, 2021, 143, pp.113-121. ⟨10.1016/j.patrec.2021.01.003⟩
Journal articles hal-03111016v1

Fusion of Multiple Mobility and Observation Models for Indoor Zoning-Based Sensor Tracking

Daniel Alshamaa , Farah Mourad-Chehade , Paul Honeine , Aly Chkeir
IEEE Transactions on Aerospace and Electronic Systems, 2020, 56 (6), pp.4315 - 4326. ⟨10.1109/TAES.2020.2988837⟩
Journal articles hal-02551521v1
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Interpretable time series kernel analytics by pre-image estimation

Thi Phuong Thao Tran , Ahlame Douzal-Chouakria , Saeed Varasteh Yazdi , Paul Honeine , Patrick Gallinari
Artificial Intelligence, 2020, 286, pp.103342. ⟨10.1016/j.artint.2020.103342⟩
Journal articles hal-03088295v1
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Incoherent Dictionary Learning via Mixed-integer Programming and Hybrid Augmented Lagrangian

Yuan Liu , Stéphane Canu , Paul Honeine , Su Ruan
Digital Signal Processing, 2020, 101, pp.102703. ⟨10.1016/j.dsp.2020.102703⟩
Journal articles hal-03088292v1
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BB-UNet : U-Net with Bounding Box Prior

Rosana El Jurdi , Caroline Petitjean , Paul Honeine , Fahed Abdallah
IEEE Journal of Selected Topics in Signal Processing, 2020, 14 (6), pp.1189 - 1198. ⟨10.1109/JSTSP.2020.3001502⟩
Journal articles hal-02863197v1
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SimilCatch : Enhanced social spammers detection on Twitter using Markov Random Fields

Nour El-Mawass , Paul Honeine , Laurent Vercouter
Information Processing and Management, 2020, 57 (6), pp.102317. ⟨10.1016/j.ipm.2020.102317⟩
Journal articles hal-03088293v1
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An Evidential Framework for Localization of Sensors in Indoor Environments

Daniel Alshamaa , Farah Mourad-Chehade , Paul Honeine , Aly Chkeir
Sensors, 2020, 20 (1), pp.318. ⟨10.3390/s20010318⟩
Journal articles hal-02433601v1
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Multiple Instance Learning for Histopathological Breast Cancer Images

P.J. Sudharshan , Caroline Petitjean , Fabio Spanhol , Luís Oliveira , Laurent Heutte
Expert Systems with Applications, 2019, 117, pp.103-111. ⟨10.1016/j.eswa.2018.09.049⟩
Journal articles hal-01965039v2
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Mixed Integer Programming for Sparse Coding: Application to Image Denoising

Yuan Liu , Stephane Canu , Paul Honeine , Su Ruan
IEEE Transactions on Computational Imaging, inPress, pp.1-1. ⟨10.1109/TCI.2019.2896790⟩
Journal articles hal-02183028v1

Decentralized Kernel-Based Localization in Wireless Sensor Networks Using Belief Functions

Daniel Alshamaa , Farah Mourad-Chehade , Paul Honeine
IEEE Sensors Journal, 2019, 19 (11), pp.4149-4159. ⟨10.1109/JSEN.2019.2898106⟩
Journal articles hal-02307466v1
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Correntropy-based Robust Multilayer Extreme Learning Machines

Chen Liangjun , Paul Honeine , Qu Hua , Zhao Jihong , Sun Xia
Pattern Recognition, 2018, 84, pp.357 - 370. ⟨10.1016/j.patcog.2018.07.011⟩
Journal articles hal-01965040v1
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One-Class Classification Framework Based on Shrinkage Methods

Patric Nader , Paul Honeine , Pierre Beauseroy
Journal of Signal Processing Systems, 2018, 90 (3), pp.341 - 356
Journal articles hal-01965053v1

Tracking of Mobile Sensors Using Belief Functions in Indoor Wireless Networks

Daniel Alshamaa , Farah Mourad-Chehade , Paul Honeine
IEEE Sensors Journal, 2018, 18 (1), pp.310-319. ⟨10.1109/JSEN.2017.2766630⟩
Journal articles hal-01965042v1

A Hierarchical Classification Method Using Belief Functions

Daniel Alshamaa , Farah Mourad-Chehade , Paul Honeine
Signal Processing, 2018, 148, pp.68 - 77. ⟨10.1016/j.sigpro.2018.02.021⟩
Journal articles hal-01965041v1
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Online Kernel Nonnegative Matrix Factorization

Fei Zhu , Paul Honeine
Signal Processing, 2017, 131, pp.143 - 153
Journal articles hal-01965046v1
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Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing

Fei Zhu , Abderrahim Halimi , Paul Honeine , Badong Chen , Nanning Zheng
IEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (9), pp.1-12
Journal articles hal-01965043v1
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Maximum Correntropy Unscented Filter

Xi Liu , Badong Chen , Bin Xu , Zongze Wu , Paul Honeine
International Journal of Systems Science, 2017, 48 (8), pp.1607-1615
Journal articles hal-01965044v1
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Denoising Smooth Signals Using a Bayesian Approach: Application to Altimetry

Abderrahim Halimi , Gerald S. Buller , Steve Mclaughlin , Paul Honeine
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10 (4), pp.1278 - 1289
Journal articles hal-01965045v1
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Non-parametric and semi-parametric RSSI/distance modeling for target tracking in wireless sensor networks

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Sensors Journal, 2016, 16 (7), pp.2115 - 2126. ⟨10.1109/JSEN.2015.2510020⟩
Journal articles hal-01965051v1

Hyperspectral Unmixing in Presence of Endmember Variability, Nonlinearity or Mismodelling Effects

Abderrahim Halimi , Paul Honeine , José Bioucas-Dias
IEEE Transactions on Image Processing, 2016, 25 (10), pp.4565 - 4579
Journal articles hal-01965047v1
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Gas Sources Parameters Estimation Using Machine Learning in WSNs

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Sensors Journal, 2016, 16 (14), pp.5795 - 5804. ⟨10.1109/JSEN.2016.2569559⟩
Journal articles hal-01965049v1
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In-network Principal Component Analysis with Diffusion Strategies

Nisrine Ghadban , Paul Honeine , Farah Mourad-Chehade , Clovis Francis , Joumana Farah
International Journal of Wireless Information Networks, 2016, 23 (2), pp.97 - 111. ⟨10.1007/s10776-016-0308-1⟩
Journal articles hal-01965050v1
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Entropy of Overcomplete Kernel Dictionaries

Paul Honeine
Bulletin of Mathematical Sciences and Applications, 2016, 16, pp.1 - 19
Journal articles hal-01965563v1
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Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach

Abderrahim Halimi , Paul Honeine , Malika Kharouf , Cédric Richard , Jean-Yves Tourneret
IEEE Transactions on Geoscience and Remote Sensing, 2016, vol. 54 (n° 7), pp.3811-3821. ⟨10.1109/TGRS.2016.2528298⟩
Journal articles hal-01325467v1
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Bi-objective Nonnegative Matrix Factorization: Linear Versus Kernel-based Models

Fei Zhu , Paul Honeine
IEEE Transactions on Geoscience and Remote Sensing, 2016, 54 (7), pp.4012 - 4022. ⟨10.1109/TGRS.2016.2535298⟩
Journal articles hal-01965048v1
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Approximation errors of online sparsification criteria

Paul Honeine
IEEE Transactions on Signal Processing, 2015, 63 (17), pp.4700 - 4709. ⟨10.1109/TSP.2015.2442960⟩
Journal articles hal-01965565v1
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Abnormal event detection via multikernel learning for distributed camera networks

Tian Wang , Jie Chen , Paul Honeine , Hichem Snoussi
International Journal of Distributed Sensor Networks, 2015, 2015 (Article ID 989450), pp.1-9. ⟨10.1155/2015/989450⟩
Journal articles hal-01965567v1
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Analyzing sparse dictionaries for online learning with kernels

Paul Honeine
IEEE Transactions on Signal Processing, 2015, 63 (23), pp.6343 - 6353. ⟨10.1109/TSP.2015.2457396⟩
Journal articles hal-01965568v1

Kernel-based machine learning using radio-fingerprints for localization in WSNs

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Transactions on Aerospace and Electronic Systems, 2015, 51 (2), pp.1324 - 1336. ⟨10.1109/TAES.2015.140061⟩
Journal articles hal-01965564v1
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Nonlinear Adaptive Filtering using Kernel-based Algorithms with Dictionary Adaptation

Chafic Saidé , Régis Lengellé , Paul Honeine , Cédric Richard , Roger Achkar
International Journal of Adaptive Control and Signal Processing, 2015, 29 (11), pp.1391-1410. ⟨10.1002/acs.2548⟩
Journal articles hal-01965566v1

Nonlinear estimation of material abundances in hyperspectral images with L₁-norm spatial regularization

Jie Chen , Cédric Richard , Paul Honeine
IEEE Transactions on Geoscience and Remote Sensing, 2014, 52 (5), pp.2654 - 2665. ⟨10.1109/TGRS.2013.2264392⟩
Journal articles hal-01965569v1
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Variants of non-negative least-mean-square algorithm and convergence analysis

Jie Chen , Cédric Richard , José C. M. Bermudez , Paul Honeine
IEEE Transactions on Signal Processing, 2014, 62 (15), pp.3990 - 4005. ⟨10.1109/TSP.2014.2332440⟩
Journal articles hal-01965572v1
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Target tracking using machine learning and Kalman filter in wireless sensor networks

Sandy Mahfouz , Farah Mourad-Chehade , Paul Honeine , Joumana Farah , Hichem Snoussi
IEEE Sensors Journal, 2014, 14 (10), pp.3715 - 3725. ⟨10.1109/JSEN.2014.2332098⟩
Journal articles hal-01965571v1

Lp-norms in One-Class Classification for Intrusion Detection in SCADA Systems

Patric Nader , Paul Honeine , Pierre Beauseroy
IEEE Transactions on Industrial Informatics, 2014, 10 (4), pp.2308 - 2317. ⟨10.1109/TII.2014.2330796⟩
Journal articles hal-01965570v1

Supervised nonlinear unmixing of hyperspectral images using a pre-image method

Nguyen Hoang Nguyen , Jie Chen , Cédric Richard , Céline Theys , Paul Honeine
EAS Publications Series, 2013, EAS Publications Series, 59, pp.417 - 437. ⟨10.1051/eas/1359019⟩
Journal articles hal-01964950v1
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Approches géométriques pour l'estimation des fractions d'abondance en traitement de données hyperspectales. Extensions aux modèles de mélange non linéaires

Paul Honeine , Cédric Richard , Nguyen Hoang Nguyen
Traitement du Signal, 2013, 30 (1-2), pp.61 - 86. ⟨10.3166/ts.30.61-86⟩
Journal articles hal-01965574v1
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Kernel autoregressive models using Yule-Walker equations

Maya Kallas , Paul Honeine , Clovis Francis , Hassan Amoud
Signal Processing, 2013, 93 (11), pp.3053 - 3061. ⟨10.1016/j.sigpro.2013.03.032⟩
Journal articles hal-01965577v1
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Multiclass classification machines with the complexity of a single binary classifier

Paul Honeine , Zineb Noumir , Cédric Richard
Signal Processing, 2013, 93 (5), pp.1013 - 1026. ⟨10.1016/j.sigpro.2012.11.009⟩
Journal articles hal-01965575v1
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Polar interval-based localization in mobile sensor networks

Farah Mourad-Chehade , Paul Honeine , Hichem Snoussi
IEEE Transactions on Aerospace and Electronic Systems, 2013, 49 (4), pp.2310 - 2322. ⟨10.1109/TAES.2013.6621818⟩
Journal articles hal-01965579v1
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Non-negativity constraints on the pre-image for pattern recognition with kernel machines

Maya Kallas , Paul Honeine , Cédric Richard , Clovis Francis , Hassan Amoud
Pattern Recognition, 2013, 46 (11), pp.3066 - 3080. ⟨10.1016/j.patcog.2013.03.021⟩
Journal articles hal-01965576v1
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Online kernel adaptive algorithms with dictionary adaptation for MIMO models

Chafic Saidé , Régis Lengellé , Paul Honeine , Roger Achkar
IEEE Signal Processing Letters, 2013, 20 (5), pp.535 - 538. ⟨10.1109/LSP.2013.2254711⟩
Journal articles hal-01965578v1
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Nonlinear unmixing of hyperspectral data based on a linear-mixture/nonlinear-fluctuation model

Jie Chen , Cédric Richard , Paul Honeine
IEEE Transactions on Signal Processing, 2013, 61 (2), pp.480 - 492. ⟨10.1109/TSP.2012.2222390⟩
Journal articles hal-01965573v1
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Online kernel principal component analysis: a reduced-order model

Paul Honeine
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2012, 34 (9), pp.1814 - 1826. ⟨10.1109/TPAMI.2011.270⟩
Journal articles hal-01965581v1
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Geometric unmixing of large hyperspectral images: a barycentric coordinate approach

Paul Honeine , Cédric Richard
IEEE Transactions on Geoscience and Remote Sensing, 2012, 50 (6), pp.2185 - 2195. ⟨10.1109/TGRS.2011.2170999⟩
Journal articles hal-01965580v1
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Non-negative least-mean-square algorithm

Jie Chen , Cédric Richard , José C. M. Bermudez , Paul Honeine
IEEE Transactions on Signal Processing, 2011, 59 (11), pp.5225 - 5235. ⟨10.1109/TSP.2011.2162508⟩
Journal articles hal-01965584v1
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Stationnarité relative et approches connexes

Patrick Flandrin , Cédric Richard , Pierre-Olivier Amblard , Pierre Borgnat , Hassan Amoud
Traitement du Signal, 2011, 28 (6), pp.691 - 716. ⟨10.3166/ts.28.691-716⟩
Journal articles hal-01965583v1
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A closed-form solution for the pre-image problem in kernel-based machines

Paul Honeine , Cédric Richard
Journal of Signal Processing Systems, 2011, 65 (3), pp.289 - 299. ⟨10.1007/s11265-010-0482-9⟩
Journal articles hal-01965585v1
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Preimage problem in kernel-based machine learning

Paul Honeine , Cédric Richard
IEEE Signal Processing Magazine, 2011, 28 (2), pp.77 - 88. ⟨10.1109/MSP.2010.939747⟩
Journal articles hal-01965582v1
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Testing Stationarity with Surrogates: A Time-Frequency Approach

Pierre Borgnat , Patrick Flandrin , Paul Honeine , Cédric Richard , Jun Xiao
IEEE Transactions on Signal Processing, 2010, 3459-3470, pp.3459-3470. ⟨10.1109/TSP.2010.2043971⟩
Journal articles ensl-00475929v1
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A decentralized approach for non-linear prediction of time series data in sensor networks

Paul Honeine , Cédric Richard , José C. M. Bermudez , Jie Chen , Hichem Snoussi
Journal on Wireless Communications and Networking, 2010, Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks, pp.12:1 - 12:12. ⟨10.1155/2010/627372⟩
Journal articles hal-01965586v1
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Online prediction of time series data with kernels

Cédric Richard , José C. M. Bermudez , Paul Honeine
IEEE Transactions on Signal Processing, 2009, 57 (3), pp.1058 -1067. ⟨10.1109/TSP.2008.2009895⟩
Journal articles hal-01965587v1
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Distribution temps-fréquence à paramétrisation radialement Gaussienne optimisée pour la classification

Paul Honeine , Cédric Richard
Traitement du Signal, 2008
Journal articles hal-01965588v1
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Time-Frequency Learning Machines

Paul Honeine , Cédric Richard , Patrick Flandrin
IEEE Transactions on Signal Processing, 2007, 55 (7), pp.3930-3936. ⟨10.1109/TSP.2007.894252⟩
Journal articles hal-02111309v1
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CONTRASTIVE LEARNING FOR REGRESSION ON HYPERSPECTRAL DATA

Paul Honeine , Mohamad Dhaini , Maxime Berar , Antonin van Exem
Proceedings of the 49th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, Apr 2024, Seoul (Korea), South Korea
Conference papers hal-04360616v1
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Apprentissage contrastif pour l'adaptation de domaine en régression

Mohamad Dhaini , Maxime Berar , Paul Honeine , Antonin van Exem
Actes du 29-ème Colloque GRETSI sur le Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04194190v1
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Bridging Distinct Spaces in Graph-based Machine Learning

Linlin Jia , Xiao Ning , Benoit Gaüzère , Paul Honeine , Kaspar Riesen
7th Asian Conference on Pattern Recognition (ACPR2023), Nov 2023, Kitakyushu, Japan. ⟨10.1007/978-3-031-47637-2_1⟩
Conference papers hal-04194644v2
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Interpolation spatiale avec un réseau de neurones génératif comme alternative au krigeage

Herbert Rakotonirina , Paul Honeine , Olivier Atteia , Antonin van Exem
Actes du 29-ème Colloque GRETSI sur le Traitement du Signal et des Images, Aug 2023, Grenoble, France
Conference papers hal-04194187v1
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Normalizing Flow appliqué aux problèmes de pré-image de noyau

Clément Glédel , Benoit Gaüzère , Paul Honeine
24-ème Conférence d’Apprentissage automatique (CAp), Jul 2022, Vannes, France. pp.1-10
Conference papers hal-03749104v1
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Contrôle d'un système multi-CNN via le cap magnétique du smartphone pour la reconnaissance de scènes indoor

Andrea Daou , Jean-Baptiste Pothin , Paul Honeine , Abdelaziz Bensrhair
28-ème Colloque GRETSI sur le Traitement du Signal et des Images, Sep 2022, Nancy, France
Conference papers hal-03749199v1
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Adaptation de domaine en régression par alignement de décompositions non-négatives

Mohamad Dhaini , Maxime Berar , Paul Honeine ,