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Proceedings of conferences 2017

S. Clémençon and M. Achab, Continuous Ranking trough Oriented Recursive Partitions, NIPS, Longbeach, USA, December 2017.

A. Alacaoglu, Q. Tran-Dinh, O. Fercoq and V. Cevher, Smooth Primal-Dual Coordinate Descent Algorithms for Nonsmooth Convex Optimization, Conference on Neural Information Processing Systems, Long Beach, États-Unis, December 2017 [PDF].

A. Ben Youssef, Ch. Clavel, S. Essid, M. Bilac, M. Chamoux and A. Lim, UE-HRI: A New Dataset for the Study of User Engagement in Spontaneous Human-Robot Interactions, ACM International Conference on Multimodal Interaction, Glasgow, Scotland, November 2017.

V. Barriere, Hybrid modles for opinion analysis in speech interactions, ICMI, Glasgow, November 2017.

M. Sangnier, O. Fercoq and F. d'Alché-Buc, Data sparse nonparametric regression with epsilon-insensitive losses, Asian Conference on Machine Learning, Séoul, Corée du Sud, November 2017 [PDF].

S. Leglaive, R. Badeau and G. Richard, Separating Time-Frequency Sources from Time-Domain Convolutive Mixtures Using Non-negative Matrix Factorization, WASPAA, New Paltz, New York, USA, October 2017.

A. Belhomme, R. Badeau, Y. Grenier and E. Humbert, Amplitude and Phase Dereverberation of Harmonic Signals, WASPAA, New Paltz, New York, USA, October 2017.

P. Magron, R. Badeau and A. Liutkus, Lévy NMF for Robust Nonnegative Source Separation, WASPAA, New Paltz, New York, USA, October 2017.

M. Fontaine, A. Liutkus, L. Girin and R. Badeau, Explaining the Parameterized Wiener Filter with Alpha-Stable Processes, WASPAA, New Paltz, New York, USA, October 2017.

V. Hulusic, G. Valenzise, J.-Ch. Gicquel, J. Fournier and F. Dufaux, Quality of Experience in UHD-1 Phase 2 television: the contribution of UHD+ HFR technology, International Workshop on Multimedia Signal Processing (MMSP 2017), Luton, UK, October 2017 [hal-01567377].

A. Purica, B. Boyadjis, B. Pesquet-Popescu and F. Dufaux, A study of norms in convex optimization super-resolution from compressed sources, MMSP, London, United Kingdom, October 2017.

S. Parekh, S. Essid, A. Ozerov, Q.-K.-N. Duong, P. Perez and G. Richard, Guiding Audio Source Separation by Video Object Information, IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), New Paltz, New York, U.S.A, October 2017.

K. Feyiz, F. Kamisli, E. Zerman, G. Valenzise, A. Koz and F. Dufaux, Statistical Analysis and Directional Coding of Layer-based HDR Image Coding Residue, IEEE International Workshop on Multimedia Signal Processing (MMSP 2017), Luton, UK, October 2017.

R. Mourya, P. Bianchi, R. Flamary and A. Ferrari, Distributed Approach for Deblurring Large Images with Shift-Variant Blur, EUSIPCO, September 2017.

M. Achab, S. Clémençon, A. Garivier, A. Sabourin and C. Vernade, Max K-armed Bandits: On EstremeHunter and an Alternative Approach, ECML, Skopje, Macédoine, September 2017.

J.-M. Nicolas and R. Badeau, Histoire de la transformée de Mellin, GRETSI, Juan-Les-Pins, France, September 2017 [PDF].

S. Leglaive, R. Badeau and G. Richard, Séparation de sources audio en milieu réverbérant : Factorisation en matrices non-négatives et représentation temporelle du mélange convolutif, GRETSI, Juan-Les-Pins, France, September 2017 [PDF].

P. Magron, R. Badeau and A. Liutkus, Lévy NMF : un modèle robuste de séparation de sources non-négatives, GRETSI, Juan-Les-Pins, France, September 2017 [PDF].

J.-M. Nicolas and R. Badeau, Histoire de la transformée de Mellin, GRETSI 2017, Juan Les Pins, September 2017.

J.-M. Nicolas, F. Tupin and H. Sportouche, Distances entre lois de probabilités définies sur R+, GRETSI 2017, Juan Les Pins, September 2017.

Q. Hoarau, A. Breloy, G. Ginholac, A. Atto and J.-M. Nicolas, Estimateur de Tyler régularisé dans le cas sous-déterminé. Application à la détection d'objets enfouis, GRETSI 2017, Juan Les Pins, September 2017.

G. Terrasse, J.-M. Nicolas and E. Trouvé, Méthode de séparation de sources appliquée aux données géoradar, GRETSI 2017, Juan Les Pins, September 2017.

T. Nabil, F. Roueff, J.-M. Jicquel and A. Girard, Identification of a thermal building model by learning the dynamics of the solar flux, Machine Learning for Signal Processing Workshop (MLSP), Tokyo, Japon, September 2017.

T. Nabil, E. Moulines, J.-M. Jicquel, A. Girard and Ch. Lajaunie, Méthode de Monte Carlo à dynamique hamiltonienne pour estimation d'un modèle thermique de bâtiment, XXVIe colloque GRETSI, Juan-les-Pins, France, September 2017.

N. Pistoljevic and V. Hulusic, An Interactive E-book with an Educational Game for Children with Developmental Disorders: A Pilot User Study, International Conference on Virtual Worlds and Games for Serious Applications (VS-GAMES), Athens, Greece, September 2017.

V. Hulusic and N. Pistoljevic, A Curriculum for Developing Serious Games for Children with Autism: A Success Story, International Conference on Virtual Worlds and Games for Serious Applications (VS-GAMES), September 2017.

Th. T. Le, A. Almansa, Y. Gousseau and S. Masnou, Motion-consistent video inpainting, ICIP, September 2017.

A. Salim, P. Bianchi and W. Hachem, Convergence d’un algorithme du gradient proximal stochastique à pas constant et généralisation aux opérateurs monotones aléatoires, GRETSI, September 2017.

C. Langlet and Ch. Clavel, A Web-Based Platform for Annotating Sentiment-Related Phenomena in Human-Agent Conversations. ,  International Conference on Intelligent Virtual Agents, Stockholm, Suède, September 2017 [hal-01580091].

I. Gannaz, S. Achard, M. Clausel and F. Roueff, Ondelettes analytiques, application à l'analyse des processus multivariés à longue mémoire, GRETSI, Juan-Les-Pins, September 2017.

C. Taleb, L. Likforman-Sulem, M. KHACHAB and Ch. Mokbel, Feature Selection for an Improved Parkinson's Disease Identification Based on Handwriting, ASAR 2017 Arabic Script Analysis and Recognition, Nancy, September 2017.

E. Chammas, Ch. Mokbel and L. Likforman-Sulem, Stroke width exploitation to improve automatic recognition of arabic handwritten texts, ASAR 2017 , Nancy, September 2017.

Q. Oliveau and H. Sahbi, Transductive Attributes For Ship Category Recognition, IEEE International Geoscience And Remote Sensing Symposium, Fort Worth, USA, September 2017.

O. van Deventer, J.-C. Dufourd, S. Oh, S. Y. Lim, Y. Lim, K. CHandramouli and R. Koenen, International Broadcasting Convention 2017, International Broadcasting Convention 2017, Amsterdam, Ne, September 2017 [PDF].

W. Meiniel, P. Spinicelli, E. D. Angelini, A. Fragola, V. Loriette, F. Orieux, E. Sepulveda and J.-C. Olivo-Marin, Accélération de la méthode de microscopie à illumination structurée à l’aide de l’acquisition comprimée, GRETSI, Juan les Pins, France, September 2017 [PDF].

Y. Bekhti, R. Badeau and A. Gramfort, Hyperparameter Estimation in Maximum a Posteriori Regression Using Group Sparsity with an Application to Brain Imaging, EUSIPCO, Kos, Greece, August 2017, pp. 256-260 [PDF].

S. Leglaive, R. Badeau and G. Richard, Semi-Blind Student's t Source Separation for Multichannel Audio Convolutive Mixtures, EUSIPCO, Kos, Greece, August 2017, pp. 2323-2327 [PDF].

M. Fontaine, Ch. Vanwynsberghe, A. Liutkus and R. Badeau, Scalable Source Localization with Multichannel Alpha-Stable Distributions, EUSIPCO, Kos, Greece, August 2017, pp. 11-15 [PDF].

A. Belhomme, R. Badeau, Y. Grenier and E. Humbert, Amplitude and Phase Dereverberation of Monocomponent Signals, EUSIPCO, Kos, Greece, August 2017, pp. 1320-1324 [PDF].

V. Barriere, Ch. Clavel and S. Essid, Opinion Dynamics Modeling for Movie Review Transcripts Classification with Hidden Conditional Random Fields, Interspeech 2017, Stockholm, Suede, August 2017.

C. Bergeron, N. Sidaty, W. Hamidouche, B. Boyadjis, J. Le Feuvre and Y. Lim, Real-Time Selective Encryption Solution based on ROI for MPEG-A Visual Identity Management AF , DSP, Londres, UK, August 2017.

F. Landragin, G. Dubuisson Duplessis and Ch. Clavel, Automatic Measures to Characterise Verbal Alignment in Human-Agent Interaction, 18th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL), Saarbrücken, Germany, August 2017.

U. Simsekli, Fractional Langevin Monte Carlo: Exploring Lévy Driven Stochastic Differential Equations for MCMC, International Conference on Machine Learning (ICML), August 2017.

N. Faraj, G.-S. Xia, J. Delon and Y. Gousseau, A generic framework for the structured abstraction of images, Proceedings of the Symposium on Non-Photorealistic Animation and Rendering. ACM, August 2017.

Th. T. Le, A. Almansa, Y. Gousseau and S. Masnou, Inpainting vidéo préservant le mouvement, GRETSI, August 2017.

I. Gannaz, S. Achard, M. Clausel and F. Roueff, Analytic wavelets for multivariate time series analysis, SPIE, San Diego, USA, August 2017.

W. Meiniel, Y. Gan, J.-C. Olivo-Marin and E. D. Angelini, A Sparsity-based simplification method for segmentation of spectral domain optical coherence tomography images, SPIE, Wavelets and Sparsity XVII, San Diego, Etats-Unis, August 2017, vol. 10394 [PDF] [DOI 10.1117/12.2274126].

S. Lobry, L. Denis, F. Tupin and R. Fjortoft, Double MRF for water classification in SAR images by joint detection and reflectivity estimation, IGARSS, Fort Worth, USA, July 2017, pp. 2283-2286 [PDF].

S. Lobry, F. Tupin and R. Fjortoft, Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection, IGARSS, Fort Worth, USA, July 2017, pp. 3720-3723 [PDF].

M. Schmitt, F. Tupin and X. X. Zhu, FUSION OF SAR AND OPTICAL REMOTE SENSING DATA - CHALLENGES AND RECENT TRENDS, IGARSS, Fort-Worth, USA, July 2017.

S. Réjichi, F. Chaabane and F. Tupin, COMPARISON BETWEEN PIXEL AND REGION BASED SITS ANALYSIS APPROACHES, IGARSS, Fort-Worth, USA, July 2017.

R. Abergel, S. Ladjal, F. Tupin and J.-M. Nicolas, A COMPLEX SPECTRUM BASED SAR IMAGE RESAMPLING METHOD WITH RESTRICTED TARGET SIDELOBES AND STATISTICS PRESERVATION, IGARSS, Fort-Worth, USA, July 2017.

C. Rambour, L. Denis, F. Tupin, J.-M. Nicolas, H. Oriot, L. Ferro-Famil and Ch.-A. Deledalle, SIMILARITY CRITERION FOR SAR TOMOGRAPHY OVER DENSE URBAN AREA, IGARSS, Fort-Worth, USA, July 2017.

N. Bus and T. Boubekeur, Double Hierarchies for Efficient Sampling in Monte Carlo Rendering , ACM SIGGRAPH 2017 Talk Program, Los Angeles, July 2017 [PDF].

A. Kaiser, J. A. Ybanez Zepeda and T. Boubekeur, Proxy Clouds for RGB-D Stream Processing: An Insight , ACM SIGGRAPH 2017 Talk Program, Los Angeles, USA, July 2017 [PDF].

S. Clémençon, A. Gramfort, A. Sabourin and A. Thomas, Empirical Minimum Volume Set on the Sphere: A Canonical Anomaly Detection Method, AISTATS, Fort Lauderdale, USA, June 2017.

S. Clémençon, A. Korba and E. Sibony, A Learning Theory of Ranking Aggregation, AISTATS, Fort Lauderdale (USA), June 2017.

E. Potetsianakis, Streaming And Presentation Architectures For Extended Video Streams, TVX, June 2017 [PDF] [DOI 10.1145/3084289.3084298].

Th. Karagkioules, C. Concolato, D. Tsilimantos and S. Valentin, A Comparative Case Study of HTTP Adaptive Streaming Algorithms in Mobile Networks, NOSSDAV'17, Taipei, Taiwan, June 2017 [PDF].

P. Riot, A. Almansa, Y. Gousseau and F. Tupin, A Correlation-based Dissimilarity Measure for Noisy Patches, SSVM 2017: International Conference on Scale Space and Variational Methods in Computer Vision, Kolding, Denmark, June 2017, vol. 10302, pp. 184--195 [PDF] [hal-01492429] [DOI 10.1007/978-3-319-58771-4_15].

J.-C. Moissinac, Pour une fédération de dépôts locaux d’articles scientifiques sémantiquement reliés., ToTh, Chambéry, France, June 2017 [PDF] [hal-01546062].

M. Guyon, J.-C. Moissinac and S. Lemarchand, Choisir la diversité - Le cas du mastère CPD, QPES, Grenoble, France, June 2017 [PDF] [hal-01546066].

M. Massias, A. Gramfort and J. Salmon, Gap Safe screening rules for faster complex-valued multi-task group Lasso, SPARS, Lisbonne, June 2017 [PDF].

Ch.-A. Deledalle, N. Papadakis, J. Salmon and S. Vaiter, Characterizing the maximum parameter of the total-variation denoising through the pseudo-inverse of the divergence, SPARS, Lisbonne, June 2017 [PDF].

E. Olivetti, G. Bertò, P. Gori, N. Sharmin and P. Avesani, Comparison of distances for supervised segmentation of white matter tractography, Pattern Recognition in Neuroimaging (PRNI), Toronto, Canada, June 2017 [PDF] [hal-01576573] [DOI 10.1109/PRNI.2017.7981502].

M. Aiguier and I. Bloch, Dual Logic Concepts based on Mathematical Morphology in Stratified Institutions: Applications to Spatial Reasoning, World Congress and School on Universal Logic (UNILOG 2018), Vichy, France, June 2017.

E. Zerman, V. Hulusic, G. Valenzise, R. Mantiuk and F. Dufaux, Effect of Color Space on High Dynamic Range Video Compression Performance, International Workshop on Quality of Multimedia Experience (QoMEX’2017), Erfurt, Germany, May 2017 [PDF] [hal-01505967].

A. Kaiser, J. A. Ybanez Zepeda and T. Boubekeur, Proxy Clouds for RGB-D Stream Processing: A preview, EUROGRAPHICS Poster Program, Lyon, France, May 2017.

A.-M. Vintescu, F. Dupont, G. Lavoue, P. Memari and J. Tierny, Conformal Factor Persistence for Fast Hierarchical Cone Extraction, Eurographics, Lyon, France, April 2017 [hal-01508966].

W. Meiniel, P. Spinicelli, E. D. Angelini, A. Fragola, V. Loriette, F. Orieux, E. Sepulveda and J.-C. Olivo-Marin, Reducing data acquisition for fast Structured Illumination Microscopy using Compressed Sensing, EEE International Symposium on Biomedial Imaging, Melbourne, Australie, April 2017, pp. 32-35 [PDF] [DOI 10.1109/ISBI.2017.7950461].

S. Leglaive, R. Badeau and G. Richard, Multichannel audio source separation: variational inference of time-frequency sources from time-domain observations, 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 2017 [PDF] [hal-01416347].

P. Magron, R. Badeau and B. David, Phase-dependent anisotropic Gaussian model for audio source separation , 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 2017 [PDF] [hal-01416355].

U. Simsekli, A. Durmus, R. Badeau, G. Richard and E. Moulines, Parallelized Stochastic Gradient Markov Chain Monte Carlo Algorithms for Non-Negative Matrix Factorization, 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 2017 [PDF] [hal-01416357].

S. Leglaive, U. Simsekli, A. Liutkus, R. Badeau and G. Richard, Alpha-Stable Multichannel Audio Source Separation, 42nd International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, USA, March 2017 [PDF] [hal-01416366].

C. Laroche, H. Papadopoulos, M. Kowalski and G. Richard, Drum extraction in single channel audio signals using Multi-Layer Non negative Matrix Factor Deconvolution, ICASSP, Nouvelle Orleans, USA, March 2017.

T. Dupré la Tour, Y. Grenier and A. Gramfort, Parametric estimation of spectrum driven by an exogenous signal, ICASSP, New Orleans, March 2017 [PDF] [hal-01448603].

I. Bloch, Morphological links between formal concepts and hypergraphs, International Symposium on Mathematical Morphology (ISMM 2017), Fontainebleau, France, March 2017, vol. LNCS 10225, pp. 16-27.

A. Purica, B. Pesquet-Popescu and F. Dufaux, A Railroad Detection Algorithm for Infrastructure Surveillance using Enduring Airborne Systems, ICASSP, New Orleans, USA, March 2017.

C. Glackin, G. Chollet, N. Dugan, N. Cannings, J. Wall, S. Tahir, I. Gosh Ray and M. Rajarajan, Privacy Preserving Encrypted Phonetic Search of Speech Data, ICASSP, New Orleans, March 2017 [PDF].

V. Bisot, S. Essid and G. Richard, Overlapping sound event detection with supervised Nonnegative Matrix Factorization, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), , March 2017.

R. Serizel, V. Bisot, S. Essid and G. Richard, Supervised Group Nonnegative Matrix Factorisation With Similarity Constraints And Applications To Speaker Identification, IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.

L. Girin and R. Badeau, On the Use of Latent Mixing Filters in Audio Source Separation, 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Grenoble, France, February 2017, vol. LNCS 10169, pp. 225--235 [PDF].

M. Fontaine, Ch. Vanwynsberghe, A. Liutkus and R. Badeau, Sketching for nearfield acoustic imaging of heavy-tailed sources, 13th International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2017), Grenoble, France, February 2017, vol. LNCS 10169, pp. 80--88 [PDF].

J. Montoya, J.-F. Cardoso and A. Gramfort, Caveats with stochastic gradient and maximum likelihood based ICA for EEG, LVA/ICA, Grenoble, February 2017.

V. Hulusic, G. Valenzise, K. Debattista and F. Dufaux, Robust dynamic range computation for high dynamic range content, Human Vision and Electronic Imaging Conference, IS&T International Symposium on Electronic Imaging (EI 2017), San Francisco, USA, January 2017 [PDF] [hal-01433779].

H. Urien, I. Buvat, N. F. Rougon, M. Soussan and I. Bloch, Détection et segmentation de tumeurs cérébrales en imagerie hybride TEP-IRM, Recherche en Imagerie et Technologies pour la Santé (RITS), Lyon, France, 2017, pp. 50.

H. Bertrand, M. Perrot, R. Ardon and I. Bloch, Classification of MRI data using deep learning and Gaussian process-based model selection, IEEE International Symposium on Biomedical Imaging, Melbourne, Australia, 2017, pp. 745-748.

A. Virzi, J.-B. Marret, C. Muller, L. Berteloot, N. Boddaert, S. Sarnacki and I. Bloch, A new method based on template registration and deformable models for pelvic bones semi-automatic segmentation in pediatric MRI, IEEE International Symposium on Biomedical Imaging, Melbourne, Australia, 2017, pp. 323-326.

T. Evain, X. Ripoche, J. Atif and I. Bloch, Semi-automatic teeth segmentation in cone-beam computed tomography by graph-cut with statistical shape prior, IEEE International Symposium on Biomedical Imaging, Melbourne, Australia, 2017, pp. 1197-1200.

I. Bloch, Topological relations between bipolar fuzzy sets based on mathematical morphology, International Symposium on Mathematical Morphology (ISMM 2017), Fontainebleau, France, 2017, vol. LNCS 10225, pp. 40-51.

H. Urien, I. Buvat, N. F. Rougon, M. Soussan and I. Bloch, Brain lesion detection in 3D PET images using max-trees and a new spatial context criterion, International Symposium on Mathematical Morphology (ISMM 2017), Fontainebleau, France, 2017, vol. LNCS 10225, pp. 455-466.

A. Reshef, C. Riddell, Y. Tousset, S. Ladjal and I. Bloch, Reconstruction tomographique 2D : une nouvelle méthode de rétro-projection filtrée, GRETSI, Juan-les-Pins, France, 2017 [hal-01587192].

Y. Xu, Th. GÉraud and I. Bloch, Segmentation d’IRM de cerveaux de nouveau-nés en quelques secondes à l’aide d’un réseau de neurones convolutif pseudo-3D et de transfert d’apprentissage, GRETSI, Juan-les-Pins, France, 2017.

Y. Xu, Th. GÉraud and I. Bloch, From neonatal to adult brain MR image segmentation in a few seconds using 3D-like fully convolutional network and transfer learning, ICIP, China, 2017.

H. Bertrand, R. Ardon, M. Perrot and I. Bloch, Hyperparameter optimization of deep neural networks: combining Hperband with Bayesian model selection, CAp, France, 2017.

C. Muller, A. Virzi, J.-B. Marret, E. Mille, L. Berteloot, D. Grevent, Th. Blanc, N. Garcelon, I. Buffet, E. Hullier-Ammard, P. Gori, N. Boddaert, I. Bloch and S. Sarnacki, Towards building 3D individual models from MRI segmentation and tractography to enhance surgical planning for pediatric pelvic tumors and malformations, Surgetica 2017, Strasbourg, France, 2017.

Y. Xu, Th. GÉraud, E. Puybareau and I. Bloch, Brain MRI Segmentation using Fully Convolutional Network and Transfer Learning, BrainLes MICCAI Workshop, Québec, Canada, 2017.

S. Lobry, R. Fjortoft, L. Denis and F. Tupin, Détection de l’eau dans les images radar du futur satellite SWOT, GRETSI, Juan-Les-Pins, France, 2017 [PDF].

P. Riot, A. Almansa, Y. Gousseau and F. Tupin, Mesure de dissimilarité pour les patchs utilisant la corrélation, GRETSI, Juan-Les-Pins, France, 2017.

W. Zhao, S. Lobry, H. Maître, J.-M. Nicolas and F. Tupin, Urban area change detection based on generalized likelihood ratio test, MultiTemp, Bruges, Belgique, 2017.

A.-C. Conneau, A. Hajlaoui, M. Chetouani and S. Essid, EMOEEG: a New Multimodal Dataset for Dynamic EEG-based Emotion Recognition with Audiovisual Elicitation, The European Signal Processing Conference (EUSIPCO), Kos island, Greece, 2017.

G. Sileno, I. Bloch, J. Atif and J.-L. Dessalles, Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation, 40th German Conference on Artificial Intelligence, Dortmund, Germany, 2017.

S. Parekh, S. Essid, A. Ozerov, Q.-K.-N. Duong, P. Perez and G. Richard, Motion Informed Audio Source Separation, IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), New Orleans, USA, 2017 [PDF].

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