Articles de revue 2015 – 2016

O. Iacoboaiea, B. Sayrac, S. Ben Jemaa et P. Bianchi, On mobility parameter configurations that lead to chained handover, IEEE Transactions on Communications, Décembre 2016, vol. 64, n° 12, pp. 5136 - 5148.

S. Leglaive, R. Badeau et G. Richard, Multichannel Audio Source Separation with Probabilistic Reverberation Priors, IEEE Transactions on Audio, Speech and Language Processing, Décembre 2016, vol. 24, n° 12, pp. 2453-2465 [PDF].

B. Boyadjis, C. Bergeron, B. Pesquet-Popescu et F. Dufaux, Extended Selective Encryption of H.264/AVC (CABAC) and HEVC encoded video streams, IEEE Trans. on Circ. Syst. for Video Tech., Novembre 2016.

S. Durand, J. P. Bello, B. David et G. Richard, Robust Downbeat Tracking Using an Ensemble of Convolutional Networks, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Novembre 2016.

J. Clairambault et O. Fercoq, Physiologically structured cell population dynamic models with applications to combined drug delivery optimisation in oncology, Mathematical Modelling of Natural Phenomena, Novembre 2016, vol. 11, n° 6, pp. 45-70 [PDF] [hal-00750633].

P. Bianchi, W. Hachem et F. Iutzeler, A Coordinate Descent Primal-Dual Algorithm and Application to Distributed Asynchronous Optimization, IEEE Transactions on Automatic Control, Octobre 2016, vol. 61 , n° 10, pp. 2947-2957 [PDF].

C. Brouard, M. Szafranski et F. d'Alché-Buc, Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels , Journal of Machine Learning Research, Octobre 2016, vol. 17, n° 176, pp. 1-48 [PDF] [hal-01216708].

E. Provenzi, J. Delon, Y. Gousseau et B. Mazin, On the second order spatiochromatic structure of natural images, Vision Research, Septembre 2016, vol. 120, pp. 124-144.

O. Iacoboaiea, B. Sayrac, S. Ben Jemaa et P. Bianchi, SON coordination in Heterogeneous networks: a reinforcement learning approach, IEEE Transactions on Wireless Communications, Septembre 2016, vol. 15, n° 9, pp. 5835 - 5847.

M. Minelli, M. Ma, M. Coupechoux, J.-M. Kélif, M. Sigelle et Ph. Godlewski, Uplink Energy-Delay Trade-off under Optimized Relay Placement in Cellular Networks, IEEE Transactions on Mobile Computing, Septembre 2016, vol. 15, n° 9, pp. 2376–2387.

N.K. Kottayil, I. Cheng, F. Dufaux et A. Basu, A Color Intensity Invariant Low Level Feature Optimization Framework for Image Quality Assessment, Signal, Image and Video Processing, Septembre 2016, vol. 10, n° 6, pp. 1169-1176 [hal-01433744].

D. Fitzgerald, A. Liutkus et R. Badeau, Projection-based demixing of spatial audio, IEEE Transactions on Audio, Speech and Language Processing, Septembre 2016, vol. 24, n° 9, pp. 1560--1572 [PDF].

M. Karpushin, G. Valenzise et F. Dufaux, Keypoint detection in RGBD images based on an anisotropic scale space, IEEE Transactions on Multimedia, Septembre 2016, vol. 18, n° 9, pp. 1762-1771 [hal-01348978] [DOI 10.1109/TMM.2016.2590305].

F. Weissgerber, E. Colin Koeninger, N. Trouvé et J. M. Nicolas, A Temporal Estimation of Entropy and Its Comparison With Spatial Estimations on PolSAR Images, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , Août 2016, vol. 9, n° 8, pp. 3809 - 3820.

C. Langlet et Ch. Clavel, Grounding the detection of the user’s likes ´ and dislikes on the topic structure of human-agent interactions, Knowledge-Based Systems, Août 2016, vol. 106, pp. 116–124 [hal-01354187].

N. Faraj, J.-M. Thiery et T. Boubekeur, Multi-Material Adaptive Volume Remesher , Computer and Graphics Journal , Août 2016, vol. 58, n° C, pp. 150-106 [PDF] [hal-01444804].

S. Clémençon, E. Chautru et P. Bertail, Empirical Processes in Survey Sampling with (Conditional) Poisson Designs, Journal of Scandinavian Statistics, Juillet 2016.

X. Jaureguiberry, E. Vincent et G. Richard, Fusion methods for speech enhancement and audio source separation, IEEE/ACM Transactions on Audio, Speech and Language Processing, Juillet 2016, vol. 24, n° 7.

T. Perciano, F. Tupin, R. Hirata et R. M. Cesar, A Two-level Markov Random Field for Road Network Extraction and its Application with Optical, SAR and Multitemporal Data, International Journal of Remote Sensing, Juillet 2016, vol. 37, n° 16 [PDF].

A. Atto, E. Trouvé, J. M. Nicolas et Th. T. Lê, Wavelet Operators and Multiplicative Observation Models - Application to Change-Enhanced Regularization of SAR Image Time Series, IEEE Transactions on Geoscience and Remote Sensing, Juillet 2016, vol. 54, n° 11, pp. 6606 - 6624 [DOI 10.1109/TGRS.2016.2587626].

B. Romain, L. Rouet, D. Ohayon, O. Lucidarme, F. d'Alché-Buc et V. Letort, Parameter estimation of perfusion models in dynamic contrast-enhanced imaging: a unified framework for model comparison, Medical Image Analysis, Juillet 2016 [PDF] [DOI ].

A. Cafaro, B. Ravenet, M. Ochs, H. H. Vilhjálmsson et C. Pelachaud, The Effects of Interpersonal Attitude of a Group of Agents on User’s Presence and Proxemics Behavior, ACM Transactions on Interactive Intelligent Systems (TiiS)., Juillet 2016, vol. 6, n° 2, pp. 12:1–12:33 [PDF].

N. Fourati et C. Pelachaud, Perception of Emotions and Body Movement in the Emilya Database, IEEE Transactions on Affective Computing, Juillet 2016.

G. Laurent, C. Delalandre, G. De La Rivière et T. Boubekeur, Forward Light Cuts: A Scalable Approach to Real-Time Global Illumination , Computer Graphics Forum (Proc. EGSR 2016), Juillet 2016, vol. 35, n° 4, pp. 79-88 [PDF] [hal-01444811].

G. Aranyi, F. Pecune, F. Charles, C. Pelachaud et M. Cavazza, Affective Interaction with a Virtual Character Through an fNIRS Brain-Computer Interface, Frontiers in Computational Neuroscience, Juillet 2016 [PDF].

W. Benameur, P. Bianchi et J. Jakubowicz, Robust Distributed Consensus Using Total Variation, IEEE Transaction on Automatic Control, Juin 2016, vol. 61, n° 6, pp. 1550 - 1564.

S. Lobry, L. Denis et F. Tupin, Multi-temporal SAR image decomposition into strong scatterers, background, and speckle, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Juin 2016, vol. 9, n° 8, pp. 3419 - 3429 [PDF] [hal-01431646].

P. Punpongsanon, E. Guy, D. Iwai, K. Sato et T. Boubekeur, Extended LazyNav: Virtual 3D Ground Navigation for Large Displays and Head-Mounted Displays , IEEE Transactions on Visualization and Computer Graphics, Juin 2016, vol. PP, n° 99, pp. 1-12 [PDF] [hal-01444884].

L. Avanthey, L. Beaudoin, A. Gademer et M. Roux, Tools to Perform Local Dense 3D Reconstruction of Shallow Water Seabed, Sensors , Mai 2016, vol. 16, n° 5.

J.-M. Thiery, E. Eisemann et T. Boubekeur, Animated Mesh Approximation With Sphere-Meshes , ACM Transactions on Graphics, Mai 2016, vol. 35, n° 3, pp. 30:1-30:13 [PDF] [hal-01444869].

F. Iutzeler, P. Bianchi, Ph. Ciblat et W. Hachem, Explicit Convergence Rate of a Distributed Alternating Direction Method of Multipliers, IEEE Transactions on Automatic Control, Avril 2016, vol. 61, n° 4, pp. 892 – 904 [PDF].

P. Bianchi, Ergodic convergence of a stochastic proximal point algorithm, SIAM Journal on Optimization, Avril 2016, vol. 26, n° 4, pp. 2235-2260.

Th. Maugey, G. Petrazzuoli, P. Frossard, M. Cagnazzo et B. Pesquet-Popescu, Reference View Selection in DIBR-Based Multiview Coding, IEEE Transactions on Image Processing, Avril 2016, vol. 25, n° 4, pp. 1808-1819.

R. Serizel et D. Giuliani, Deep-neural network approaches for speech recognition with heterogeneous groups of speakers including children, Natural Language Engineering, Avril 2016 [PDF].

D. Strohmeier, Y. Bekhti, J. Haueisen et A. Gramfort, The iterative reweighted Mixed-Norm Estimate for spatio-temporal MEG/EEG source reconstruction, IEEE Trans. Medical Imaging, Avril 2016 [PDF] [hal-01079530] [DOI 10.1109/TMI.2016.2553445].

G. Morral et P. Bianchi, Distributed on-line multi-dimensional scaling for self localization in Wireless Sensor Networks, Signal Processing Elsevier, Mars 2016, vol. 120, pp. 88-98.

Ch. Clavel et Z. Callejas, Sentiment analysis: from opinion mining to human-agent interaction, Affective Computing, IEEE Transactions on, Mars 2016, vol. 7, n° 1, pp. 74-93 [DOI doi: 10.1109/TAFFC.2015.2444846].

A. Schreck, G. Fort, S. Le Corff et E. Moulines, A shrinkage-thresholding Metropolis adjusted Langevin algorithm for Bayesian variable selection, IEEE J. of Selected Topics in Signal Processing, Mars 2016, vol. 10, n° 2, pp. 366-375.

Y. Tendero et J.-M. Morel, On the Mathematical Foundations of Computational Photography, Journal of Mathematical Imaging and Vision, Mars 2016, vol. 54, n° 3, pp. 378-397.

O. van Devente, H. Stokking, M. Hammond, J. Le Feuvre et P. Cesar, StandardS for Multi-StreaM and Multi-device Media Synchronization, IEEE Communications Magazine – Communications Standards Supplement, Mars 2016, pp. 16-21.

I. Bloch et J. Atif, Defining and computing Hausdorff distances between distributions on the real line and on the circle: link between optimal transport and morphological dilations, Mathematical Morphology: Theory and Applications, Mars 2016, vol. 1, n° 1, pp. 79-99.

Y. Tendero et J.-M. Morel, A Theory of Optimal Flutter Shutter for Probabilistic Velocity Models, SIAM journal on Imaging Sciences, Mars 2016, vol. 9, n° 1, pp. 445-480 [DOI 10.1137/15M1035872].

Y. Tendero et S. Osher, On a Mathematical Theory of Coded Exposure, Research in the Mathematical Sciences (RMSS), Mars 2016, vol. 3, n° 1, pp. 1--39 [PDF] [DOI 10.1186/s40687-015-0051-8].

A. Purica, E. G. Mora, B. Pesquet-Popescu, M. Cagnazzo et B. Ionescu, Multiview Plus Depth Video Coding With Temporal Prediction View Synthesis, Transactions on Circuits and Systems for Video Technology Experience, Février 2016, vol. 26, n° 2, pp. 360-374 [PDF].

S. Li, C. Zhu, Y. Gao, Y. Zhou, F. Dufaux et M.-T. Sun, Lagrangian Multiplier Adaptation for Rate-Distortion Optimization with Inter-frame Dependency, IEEE Trans. on Circ. Syst. for Video Tech., Janvier 2016, vol. 26, n° 1, pp. 117-129 [hal-01433747].

C. Greco, I. D. Nemoianu, M. Cagnazzo et B. Pesquet-Popescu, Rate-Distortion Optimized Multi-View Streaming in Wireless Environment using Network Coding, EURASIP Journal of Advances on Signal Processing, Janvier 2016, vol. 2016 [PDF].

A. Sabourin et b. renard, Combining regional estimation and historical floods: a multivariate semi-parametric peaks-over-threshold model with censored data, Water Ressources Research, Janvier 2016 [hal-01087687] [DOI 10.1002/2015WR017320].

G. Palma, P. Cignoni, T. Boubekeur et R. Scopigno, Detection of Geometric Temporal Changes in Point Clouds, Computer Graphics Forum, Janvier 2016, vol. 35, n° 6, pp. 33-45 [PDF] [hal-01444930].

W. Hachem, A. Hardy et J. Najim, Large Complex Correlated Wishart Matrices: The Pearcey Kernel and Expansion at the Hard Edge, Electronic Journal of Probability, Janvier 2016, vol. 21.

C. Brouard, H. Shen, K. Dührkop, F. d'Alché-Buc, S. Böcker et J. Rousu, Fast metabolite identification with Input Output Kernel Regression, Bioinformatics, Janvier 2016, vol. 32, n° 12, pp. 28-36 [PDF] [DOI doi: 10.1093/bioinformatics/btw246].

A. Nouvellet, F. Roueff, A. Le Pichon, M. Charbit, J. Vergoz, M. Kallel et Ch. Mejri, Local propagation speed constrained estimation of the slowness vector from non-planar array observations, J. Acoust. Soc. Am., Janvier 2016, vol. 139, n° 1, pp. 559-567 [PDF] [hal-01359236] [DOI 10.1121/1.4939112].

M.-C. Vanegas, I. Bloch et J. Inglada, Fuzzy Constraint Satisfaction Problem for Model-based Image Interpretation, Fuzzy Sets and Systems, 2016, vol. 286, pp. 1-29.

A. Durmus, G. Fort et E. Moulines, Subgeometric rates of convergence in Wasserstein distance for Markov chains, Annales de l'Institut Henri Poincaré, Probabilités et Statistiques, 2016, vol. 52, n° 4, pp. 1799-1822 [hal-00948661, version 2].

R. Douc, F. Roueff et T. Sim, The maximizing set of the asymptotic normalized log-likelihood for partially observed Markov chains, Annals of Applied Probability, 2016, vol. 26, n° 4, pp. 2357-2383 [PDF] [hal-01080955] [DOI 10.1214/15-AAP1149].

B. Morel, G. Antoni, J.R. Teglas, I. Bloch et C. Adamsbaum, Neonatal brain MRI: How reliable is the radiologist's eye ?, Neuroradiology, 2016, vol. 58, pp. 189-193.

P. Bianchi et W. Hachem, Dynamical behavior of a stochastic forward-backward algorithm using random monotone operators, Journal on Optimization Theory and Applications, 2016, vol. 171, pp. 90-120.

D. Lesage, E. D. Angelini, G. Funka-Lea et I. Bloch, Adaptive Particle Filtering for Coronary Artery Segmentation from 3D CT Angiograms, Computer Vision and Image Understanding, 2016, vol. 151, pp. 29-46.

N. Lermé, F. Rossant, I. Bloch, M. Pâques, E. Koch et J. Benesty, A Fully Automatic Method For Segmenting Retinal Artery Walls in Adaptive Optics Images, Pattern Recognition Letters, 2016, vol. 72, pp. 72-81.

P. Irrera, I. Bloch et M. Delplanque, A flexible patch based approach for combined denoising and contrast enhancement of digital X-ray images, Medical Image Analysis, 2016, vol. 28, pp. 33-45.

S. Dahdouh, N. Varsier, M. Nunez Ochoa, J. Wiart, A. Peyman et I. Bloch, Infants and young children modeling method for numerical dosimetry studies: application to plane wave exposure, Physics in Medicine and Biology, 2016, vol. 61, n° 4, pp. 1500-1514.

Y. Yang, I. Bloch, S. Chevallier et J. Wiart, Subject-specific channel selection using time information for motor imagery brain-computer interfaces, Cognitive Computation, 2016, vol. 8, pp. 505-518.

G. Tartavel, Y. Gousseau et G. Peyré, Wasserstein loss for image synthesis and restoration, SIAM Journal on Imaging Sciences, 2016, vol. 9, n° 4, pp. 1726–1755.

F. Roueff, R. von Sachs et L. Sansonnet, Locally stationary Hawkes processes, Stochastic Processes and their Applications, 2016, vol. 126, n° 6, pp. 1710 - 1743 [PDF] [hal-01153882] [DOI 10.1016/].

N. Geeraert, R. Klausz, S. Muller, I. Bloch et H. Bosmans, Individualized Calculation of Tissue Imparted Energy in Breast Tomosynthesis, Radiation Protection Dosimetry, 2016, vol. 169, n° 1-4, pp. 267-273.

J. Atif, I. Bloch et C. Hudelot, Some relationships between fuzzy sets, mathematical morphology, rough sets, F-transforms, and formal concept analysis, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2016, vol. 24, n° S2, pp. 1-32.

H. Bai, L. Daudet et G. Richard, Late Reverberation Synthesis: From Radiance Transfer to Feedback Delay Networks , IEEE/ACM Transactions on Audio, Speech, and Language Processing, Décembre 2015, vol. 23, n° 12, pp. 2260 - 2271 [PDF] [DOI 10.1109/TASLP.2015.2478116 ].

G. Chierchia, N. Pustelnik, J.-Ch. Pesquet et B. Pesquet-Popescu, Epigraphical Projection and Proximal Tools for Solving Constrained Convex Optimization Problems, Signal, Image and Video Processing, Novembre 2015, vol. 9, n° 8, pp. 1737-1749 [PDF] [DOI 10.1007/s11760-014-0664-1].

Ch. Miloudi, F. Rossant, I. Bloch, C. Chaumette, A. Leseigneur, J. Sahel, S. Meimon, S. Mrejen et M. Pâques, The Negative Cone Mosaic: A New Manifestation of the Optical Stiles-Crawford Effect in Normal Eyes, Investigative Ophtalmology and Visual Science, Novembre 2015, vol. 56, pp. 7043-7050.

S. Clémençon et A. Dematteo, On Tail Index Estimation based on Multivariate Data, Journal of Nonparametric Statistics, Novembre 2015.

A. Dricot, J. Jung, M. Cagnazzo, B. Pesquet-Popescu, F. Dufaux, P. T. Kovács et V. K. Adhikarla, Subjective evaluation of Super Multi-View compressed contents on high-end light-field 3D displays, Signal Processing: Image Communication, Novembre 2015, vol. 39, n° B, pp. 369-385 [hal-01433750].

U. Verma, F. Rossant et I. Bloch, Segmentation and Size Estimation of Tomatoes from Sequences of Paired Images, EURASIP Journal on Image and Video Processing, Novembre 2015, vol. 2015, n° 33, pp. 1-23.

T. Baar, H. Brettel et M. V. Ortiz Segovia, Relating Optical and Geometric Surface Characteristics for Gloss Management in Printing Applications, Journal of Imaging Science and Technology, Novembre 2015, vol. 59, n° 6, pp. 1-14 [DOI 10.2352/J.ImagingSci.Technol.2015.59.6.060404].

W. Hachem, A. Moustakas et L. Pastur, The Shannon's mutual information of a multiple antenna time and frequency dependent channel: an ergodic operator approach, Journal of Mathematical Physics, Novembre 2015, vol. 56, n° 11.

A. Lung-Yut-Fong, C. Lévy-Leduc et O. Cappé, Homogeneity and change-point detection tests for multivariate data using rank statistics, J. French Statist. Soc. (J-SFdS), Octobre 2015 [PDF].

B. H. Rodriguez et J.-C. Moissinac, Discovery and registration of components in multimodal systems distributed on the IoT, Journal of Visual Languages and Computing, Octobre 2015.

M. Clausel, F. Roueff et M. S. Taqqu, Large scale reduction principle and application to hypothesis testing, Electron. J. Statist., Octobre 2015, vol. 9, n° 2, pp. 153-203 [PDF] [hal-01030799] [DOI 10.1214/15-EJS987].

T. Rebafka et F. Roueff, Nonparametric estimation of the mixing density using polynomials, Mathematical Methods of Statistics, Octobre 2015, vol. 24, n° 3, pp. 200-224 [PDF] [hal-00458648] [DOI 10.3103/S1066530715030023].

O. Fercoq et P. Richtárik, Accelerated, Parallel, and Proximal Coordinate Descent, SIAM Journal on Optimization, Octobre 2015, vol. 25, n° 4, pp. 1997–2023 [PDF].

L. D. Alvarez-Corrales, Y. Gousseau, J.-M. Morel et A. Salgado, Exploring the Space of Abstract Textures by Principles and Random Sampling, Journal of Mathematical Imaging and Vision, Septembre 2015, vol. 53, n° 3, pp. 332-345.

Ch. Clavel, Surprise and human-agent interactions, Review of Cognitive Linguistics, Septembre 2015, vol. 13, n° 2, pp. 461–477 [hal-01354192].

Y. Tendero, The Flutter Shutter Code Calculator, Image Processing On Line (IPOL), Août 2015, vol. 5, pp. 234–256 [PDF].

M. Décombas, Y. Fellah, F. Dufaux, B. Pesquet-Popescu, F. Capman et E. Renan, Seam Carving Modeling for Semantic Video Coding in Security Applications, APSIPA Trans. on Signal and Information Processing, Août 2015, vol. 4, pp. 1 [hal-01433780].

I. Bloch et J. Atif, Deux approches pour la comparaison de relations spatiales floues : transport optimal et morphologie mathématique, Revue d'Intelligence Artificielle, Août 2015, vol. 29, n° 5, pp. 595-619.

R. Bawden, Ch. Clavel et F. Landragin, Towards the generation of dialogue acts in socio-affective ECAs: a corpus-based prosodic analysis, Language Resources and Evaluation, Juillet 2015.

R. Douc, F. Roueff et T. Sim, Handy sufficient conditions for the convergence of the maximum likelihood estimator in observation-driven models, Lithuanian Mathematical Journal, Juillet 2015, vol. 55, n° 3, pp. 367-392 [PDF] [hal-01078073v2] [DOI 10.1007/s10986-015-9286-8].

B. Wang, X. Meng et T. Boubekeur, Wavelet Point-Based Global Illumination, Computer Graphics Forum, Juillet 2015, vol. 34, n° 4, pp. 143-154 [PDF] [hal-01253664].

A.-b. Abou-Elailah, F. Dufaux, J. Farah, M. Cagnazzo, B. Pesquet-Popescu et A. Srivastava, Fusion of global and local motion estimation using foreground objects for Distributed Video Coding, IEEE Transactions on Circuits and Systems for Video Technology, Juin 2015, vol. 25, n° 6, pp. 973-987.

S. Réjichi, F. Chaabane et F. Tupin, Expert Knowledge-Based Method for Satellite Image Time Series Analysis and Interpretation, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Juin 2015, vol. 8, n° 5, pp. 2138 - 2150 .

N. Lim, F. d'Alché-Buc, C. Auliac et G. Michailidis, Operator-valued kernel-based vector autoregressive models for network inference., Machine Learning Journal, Juin 2015, vol. 99, n° 3, pp. 489-513 [PDF].

J.-B. Poisson, H. Oriot et F. Tupin, Ground Moving Target Trajectory Reconstruction in Single-Channel Circular SAR, IEEE Transactions on Geoscience and Remote Sensing, Avril 2015 [PDF].

O. Klopp, J. Lafond, E. Moulines et J. Salmon, Adaptative Multinomial Matrix Completion, Electronic Journal of Statistics, Avril 2015 [PDF].

Q. Clairon, N. Brunel et F. d'Alché-Buc, Parametric Estimation of Ordinary Differential Equations With Orthogonality Conditions, Journal of the American Statistical Association, Avril 2015, vol. 109, n° 215, pp. 173-185 [PDF].

A. Sabourin, Semi-parametric modeling of excesses above high multivariate thresholds with censored data, Journal of Multivariate Analysis, Avril 2015, vol. 136, pp. 126-146 [PDF] [hal-01088587] [DOI doi:10.1016/j.jmva.2015.01.014].

M. Heinonen, O. Guipaud, F. Milliat, V. Buard, B. Micheau, M. Benderitter, F. Zehraoui et F. d'Alché-Buc, Detecting time periods of differential gene expression using Gaussian processes: an application to endothelial cells exposed to radiotherapy dose fraction., Bioinformatics, Avril 2015, vol. 31, n° 5, pp. 728-735 [PDF].

D. Engemann et A. Gramfort, Automated model selection in covariance estimation and spatial whitening of MEG and EEG signals, Neuroimage, Mars 2015, vol. 108, pp. 328–342 [DOI doi:10.1016/j.neuroimage.2014.12.040].

Y. Traonmilin, S. Ladjal et A. Almansa, Robust Multi-image Processing With Optimal Sparse Regularization, Journal of Mathematical Imaging and Vision, Mars 2015, vol. 51, n° 3, pp. 413-429 [] [DOI 10.1007/s10851-014-0532-1].

X. Su, Ch.-A. Deledalle, F. Tupin et H. Sun, NORCAMA: Change analysis in SAR time series by likelihood ratio change matrix clustering, ISPRS Journal of Photogrammetry and Remote Sensing, Mars 2015, vol. 101, pp. 247-261 [PDF] [hal-01185740].

I. Bloch, A. Bretto et A. Leborgne, Robust Similarity between Hypergraphs based on Valuations and Mathematical Morphology Operators, Discrete Applied Mathematics, Février 2015, vol. 183, pp. 2-19.

B. Mazin, J. Delon et Y. Gousseau, Estimation of Illuminants From Projections on the Planckian Locus, IEEE Trans. Image Processing, Février 2015, vol. 24 , n° 6, pp. 1944-1954.

R. Niewiadomski et C. Pelachaud, The Effect of Wrinkles, Presentation Mode and Intensity on the Perception of Facial Actions and Full Face Expressions of Laughter, ACM Transactions on Applied Perception, Février 2015, vol. 12, n° 1.

F. Dellinger, J. Delon, Y. Gousseau, J. Michel et F. Tupin, SAR-SIFT: a SIFT-like algorithm for SAR images, IEEE Transactions on Geoscience and Remote Sensing , Janvier 2015 [PDF].

S. Clémençon, P. Bertail et E. Chautru, On Survey Sampling and Empirical Risk Minimization, Statistics, Janvier 2015.

G. Fort, Central Limit Theorems for Stochastic Approximation with Controlled Markov Chain Dynamics, ESAIM PS, Janvier 2015, vol. 19, pp. 60--80.

A. Durmus et E. Moulines, Quantitative bounds of convergence for geometrically ergodic Markov chain in the Wasserstein distance with application to the Metropolis Adjusted Langevin Algorithm, Statistics and Computing, Janvier 2015, vol. 25, n° 1, pp. 1-19 [DOI 10.1007/s11222-014-9511-z].

G. Tartavel, Y. Gousseau et G. Peyré, Variational Texture Synthesis with Sparsity and Spectrum Constraints, JMIV, Janvier 2015, vol. 52, n° 1, pp. 124-144.

S. Clémençon, A. Bellet et I. Colin, Scaling-up Empirical Risk Minimization: Optimization of Incomplete U-statistics, Journal of Machine Learning Research, Janvier 2015.

F. Pedregosa, M. Eickenberg, Ph. Ciuciu, B. Thirion et A. Gramfort, Data-driven HRF estimation for encoding and decoding models, Neuroimage, Janvier 2015, vol. 104, pp. 209-220 [PDF] [00952554] [DOI doi:10.1016/j.neuroimage.2014.09.060].

Y. Xing, M. Kaaniche, B. Pesquet-Popescu et F. Dufaux, Adaptive non separable vector lifting scheme for digital holographic data compression, Applied Optics, Janvier 2015, vol. 54, n° 1, pp. A98-A109 [hal-01433770].

C. Oprean, L. Likforman-Sulem, A. Popescu-Belis et Ch. Mokbel, Handwritten word recognition using Web resources and Recurrent Neural Networks, IJDAR, Janvier 2015.

R. Bardenet, O. Cappé, G. Fort et B. Kegl, Adaptive MCMC with online relabeling, Bernoulli, 2015, vol. 21, n° 3, pp. 1304-1340 [PDF] [DOI 10.3150/13-BEJ578].

Ch.-A. Deledalle, L. Denis, F. Tupin, A. Reigber et M. Jäger, NL-SAR: a unified Non-Local framework for resolution-preserving (Pol)(In)SAR denoising, IEEE Transactions on Geoscience and Remote Sensing, 2015, vol. 53, n° 4, pp. 2021-2038 [PDF].

N. Geeraert, R. Klausz, S. Muller, I. Bloch et H. Bosmans, Evaluation of exposure in mammography: limitations of Average Glandular Dose and proposal of a new quantity, Radiation Protection Dosimetry, 2015, pp. 1-4.

F. Roueff et Ph. Soulier, Convergence to stable laws in the space $D$, Journal of Applied Probability, 2015, vol. 52, n° 1, pp. 1-17 [PDF] [hal-00755255] [DOI 10.1239/jap/1429282603].

S. Dahdouh, E. D. Angelini, G. Grangé et I. Bloch, Segmentation of embryonic and fetal 3D ultrasound images based on pixel intensity distributions and shape priors, Medical Image Analysis, 2015, vol. 24, pp. 255-268.

I. Bloch et A. Bretto, Corrigendum to ``Mathematical morphology on hypergraphs, application to similarity and positive kernel'', Computer Vision and Image Understanding, 2015, vol. 132, pp. 1-2.

M. Teichmann, Ch. Rosso, J.-B. Martini, I. Bloch, P. Brugières, H. Duffau, S. Lehéricy et A.-C. Bachou-Lévi, A cortical-subcortical syntax pathway linking Broca's are and the striatum, Human Brain Mapping, 2015, vol. 36, n° 6, pp. 2270-2283.

E. Kaufmann, O. Cappé et A. Garivier, On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models, J. Mach. Learn. Res. (JMLR), 2015 [hal-01024894].

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