Articles de revue 2013

S. Clémençon, S. Robbiano and N. Vayatis, Ranking Multi-Class Data: Optimality and Pairwise Aggregation, Machine Learning, December 2013 [DOI 10.1007/s10994-012-5325-4].

Th. Maugey, J. Gauthier, M. Cagnazzo and B. Pesquet-Popescu, Evaluation of side information effectiveness in distributed video coding, IEEE Transactions on Circuits and Systems for Video Technology, December 2013, vol. 23, n° 12, pp. 2116 - 2126.

P. Ilbery, L. Kendall, C. Concolato and M. McCosker, Biharmonic diffusion curve images from boundary elements, ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2013), December 2013, vol. 32, n° 6, pp. 219:1-12 [PDF] [DOI 10.1145/2508363.2508426].

J.-M. Thiery, E. Guy and T. Boubekeur, Sphere-Meshes: Shape Approximation using Spherical Quadric Error Metrics , ACM Transactions on Graphics (Proc. SIGGRAPH Asia 2013), December 2013, vol. 32, n° 6, pp. Art. 178 [PDF] [hal-01117106].

A. Gramfort, M. Luessi, E. Larson, D. Engemann, D. Strohmeier, R. Goj, M. Jas, T. Brooks, L. Parkkonen and M. Hamalainen, MEG and EEG data analysis with MNE-Python, Frontiers in Neuroscience, December 2013 [PDF] [DOI 10.3389/fnins.2013.00267].

E. Provenzi, Boosting the Stability of Wavelet-Based Contrast Enhancement of Color Images Through Gamma Transformations, Journal of Modern Optics, special issue `Photometry, Colorimetry and Radiometry: Issues and Application', December 2013, vol. 60, n° 4, pp. 1145-1150.

N. Chenouard, I. Bloch and J.-C. Olivo-Marin, Multiple Hypothesis Tracking for Cluttered Biological Image Sequences, IEEE Transactions on Pattern Analysis and Machine Intelligence, November 2013, vol. 35, n° 11, pp. 2736-2750.

S. Clémençon, M. Depecker and N. Vayatis, An Empirical Comparison of Learning Algorithms for Nonparametric Scoring - The TreeRank Algorithm and Other Methods, Pattern Analysis and its Applications, October 2013 [DOI 10.1007/s10044-012-0299-1].

C. Joder, S. Essid and G. Richard, LEARNING OPTIMAL FEATURES FOR POLYPHONIC AUDIO-TO-SCORE ALIGNMENT, IEEE Transactions on Audio Speech and Language Processing, October 2013, vol. 21, n° 10, pp. 2118-2128.

G. Petrazzuoli, M. Cagnazzo and B. Pesquet-Popescu, Novel solutions for side information generation and fusion in multiview DVC, Journal of Advances on Signal Processing, October 2013, vol. 2013, n° 154, pp. 17 [PDF].

J.-M. Thiery, J. Tierny and T. Boubekeur, Jacobians and Hessians of Mean Value Coordinates for Closed Triangular Meshes, The Visual Computer, October 2013, vol. 30, pp. 981-995 [PDF] [hal-01117117].

T. Coughlan, K. Leder Mackley, M. Brown, S. Martindale, S. Schlögl, B. Mallaband, J. Arnott, J. Hoonhout, D. Szostak, R. Brewer, E. Poole, A. Pirhonen, V. Mitchell, S. Pink and N. Hine, Current Issues and Future Directions in Methods for Studying Technology in the Home, PsychNology Journal, October 2013, vol. 11, n° 2, pp. 159–184 [PDF].

E. Lau, A. Gramfort, G. Kuperberg and M. Hamalainen, Automatic Semantic Facilitation in Anterior Temporal Cortex Revealed through Multimodal Neuroimaging, Journal of Neuroscience, October 2013, vol. 33, n° 43, pp. 17174-17181 [PDF] [DOI DOI:10.1523/JNEUROSCI.1018-13.2013].

G. Richard, S. Sundaram and S. Narayanan, An overview on Perceptually Motivated Audio Indexing and Classification, Proceedings of the IEEE, September 2013 [PDF].

C. Aguerrebere, Y. Gousseau and G. Tartavel, Exemplar-based texture synthesis: the Efros-Leung algorithm, Image Processing On line, September 2013.

B. Fuentes, R. Badeau and G. Richard, Harmonic Adaptive Latent Component Analysis of Audio and Application to Music Transcription, IEEE Transactions on Audio, Speech and Language Processing, September 2013, vol. 21, n° 9, pp. 1854-1866 [PDF].

S. Clémençon, A. Crépet and C. Béchaux, Improving Dietary Exposure Models through ABC Methods and Biomonitoring Data, International Journal of Biostatistics, September 2013.

A. Ozerov, A. Liutkus, R. Badeau and G. Richard, Coding-based Informed Source Separation: Nonnegative Tensor Factorization Approach, IEEE Transactions on Audio, Speech and Language Processing, August 2013, vol. 21, n° 8, pp. 1699-1712 [PDF].

S. Clémençon, V. Ch. Tran, M. Davila Felipe and A. Cousien, On Computer-Intensive Simulation and Estimation Methods for Rare Event Analysis in Epidemic Models, STATISTICS IN MEDICINE, August 2013.

S. Clémençon, P. Bertail and J. Tressou, Regenerative Block-Bootstrap Confidence Intervals for the Tail and Extremal Indexes, Electronic Journal of Statistics, July 2013, vol. 7, pp. 1224-1248 [DOI].

O. Derrien, R. Badeau and G. Richard, Parametric Audio Coding with Exponentially Damped Sinusoids, IEEE Transactions on Audio, Speech and Language Processing, July 2013, vol. 21, n° 7, pp. 1489-1501 [PDF].

Z. Harchaoui, F. Bach, O. Cappé and E. Moulines, Kernel-Based Methods for Hypothesis Testing, IEEE Signal Processing Magazine, July 2013, vol. 30, pp. 87--97 [DOI 10.1109/MSP.2013.2253631].

O. Morillot, L. Likforman-Sulem and E. Grosicki, New baseline correction algorithm for text-line recognition with bidirectional recurrent neural networks , Journal of Electronic Imaging, July 2013, vol. 22, n° 2.

B. Wang, J. Huang, B. Buchholz, X. Meng and T. Boubekeur, Factorized Point-Based Global Illumination, Computer Graphics Forum (Special Issue on EGSR 2013), July 2013, vol. 32, n° 4, pp. 117-123 [PDF] [hal-01117124].

S. Clémençon, E. Chautru and P. Bertail, On Tail Index Estimation Based on Survey Data, ESAIM Probability & Statistics, July 2013.

B. Elie, F. Gautier and B. David, Estimation of mechanical properties of panels based on modal density and mean mobility measurements, Mechanical Systems and Signal Processing, July 2013.

J.-R. King, F. Faugeras, A. Gramfort, A. Schurger, I. El Karoui, J. Sitt, B. Rohaut, C. Wacongne, E. Labyt, T. Bekinschtein, L. Cohen, L. Naccache and S. Dehaene, Single-trial decoding of auditory novelty responses facilitates the detection of residual consciousness, Neuroimage, July 2013 [PDF] [DOI 10.1016/j.neuroimage.2013.07.013].

A. Benoit-Levy, T. Dechelette, K. Benabed, J.-F. Cardoso, D. Hanson and S. Prunet, Full-sky CMB lensing reconstruction in presence of sky-cuts, Astronomy and Astrophysics, July 2013, vol. 555 [PDF] [DOI].

M. Clausel, F. Roueff, M. S. Taqqu and C. Tudor, High order chaotic limits of wavelet scalograms under long-range dependence, Lat. Am. J. Probab. Math. Stat, July 2013, vol. 10, n° 2, pp. 979-1011 [PDF].

J. Delon and A. Desolneux, A patch-based approach for removing mixed Gaussian-impulse noise, SIAM Journal on Imaging Sciences, June 2013, vol. 6, n° 2, pp. 1140-1174 [PDF].

M.-C. Vanegas, I. Bloch and J. Inglada, Alignment and parallelism for the description of high resolution remote sensing images, IEEE Transactions on Geoscience and Remote Sensing, June 2013, vol. 51, n° 6, pp. 3542-3557.

D. Benboudjema and F. Tupin, Markovian modelling and Fisher distribution for unsupervised segmentation of radar images, International Journal of Remote Sensing, June 2013 [PDF].

O. Amini, J.-D. Boissonnat and P. Memari, Geometric Tomography with Topological Guarantees, Discrete & Computational Geometry, June 2013, vol. 50, n° 4, pp. 821-856.

J. Anquez, E. D. Angelini, G. Grangé and I. Bloch, Automatic segmentation of ante-natal 3D ultrasound images, IEEE Transactions on Biomedical Engineering , May 2013, vol. 60, n° 5, pp. 1388-1400.

F. Rigaud, B. David and L. Daudet, A parametric model and estimation techniques for the inharmonicity and tuning of the piano., Journal of the Acoustical Society of America, May 2013, vol. 133, n° 5, pp. 3107-3118 [PDF] [hal-00856735].

F. Vallet, S. Essid and J. Carrive, A multimodal approach to speaker diarization on TV talk-shows, IEEE Transactions on Multimedia, April 2013, vol. 15, n° 3, pp. 509-20.

A. Gramfort, Time-Frequency Mixed-Norm Estimates: Sparse M/EEG imaging with non-stationary source activations, Neuroimage, April 2013, vol. 70, n° 15, pp. 410–422 [PDF] [DOI 10.1016/j.neuroimage.2012.12.051].

B. Miasojedow, E. Moulines and M. Vihola, An adaptive parallel tempering algorithm, Journal of Computational and Graphical Statistics, April 2013 [DOI doi:10.1080/10618600.2013.778779].

S. Essid and C. Févotte, Smooth Nonnegative Matrix Factorization for Unsupervised Audiovisual Document Structuring, IEEE Transactions on Multimedia, March 2013, vol. 15, n° 2, pp. 415-425.

M. Ochs and C. Pelachaud, Socially Aware Virtual Characters: The Social Signal of Smiles , IEEE Signal Processing Magazine, March 2013, vol. 30, n° 2, pp. 128-132.

M. Tepper, P. Musé and A. Almansa, On the Role of Contrast and Regularity in Perceptual Boundary Saliency, Journal of Mathematical Imaging and Vision (JMIV), March 2013, vol. 48, n° 3, pp. 396-412 [PDF] [] [DOI 10.1007/s10851-012-0411-6].

S. Clémençon and S. Robbiano, Building Confidence Regions for the ROC Surface, Pattern Recognition Letters, March 2013.

H. Sahbi, L. Ballan, G. Serra and A. Del-Bimbo, Context-Dependent Logo Matching and Recognition, IEEE Transactions on Image Processing, March 2013, vol. 22, n° 3.

M. Holländer, T. Boubekeur and E. Eisemann, Adaptive Supersampling for Deferred Anti-Aliasing, The Journal of Computer Graphics Techniques, March 2013, vol. 2, n° 1, pp. 1-14 [PDF] [hal-01117130].

S. Clémençon, M. Depecker and N. Vayatis, Ranking Forests, Journal of Machine Learning Research, February 2013 [PDF].

P. Bianchi and J. Jakubowicz, On the convergence of a Multi-Agent Projected Stochastic Gradient Algorithm for nonconvex Optimization, IEEE Transactions on Automatic Control, February 2013, vol. 58, n° 2, pp. 391-405.

O. Cappé, A. Garivier, O.-A. Maillard, R. Munos and G. Stoltz, Kullback-Leibler Upper Confidence Bounds for Optimal Sequential Allocation, Annals of Statistics, February 2013, vol. 41, n° 3, pp. 1516--1541 [PDF] [DOI 10.1214/13-AOS1119SUPP].

P. Bianchi and J. Jakubowicz, Adaptive Learning Vector Quantization for Online Parametric Estimation, IEEE Transactions on Signal Processing, February 2013.

G. Valenzise, M. Tagliasacchi and S. Tubaro, Revealing the Traces of JPEG Compression Anti-Forensics, IEEE Transactions on Information Forensics and Security, February 2013, vol. 8, n° 2, pp. 335-349 [PDF].

M. Kaaniche, A. Fraysse, B. Pesquet-Popescu and J.-C. Pesquet, A Bit Allocation Method for Sparse Source Coding, IEEE Trans.on Image Processing, February 2013.

J. Yao, R. Couillet, J. Najim and M. Debbah, Fluctuations of an improved population eigenvalue estimator in sample covariance matrix model, IEEE Transactions on Information Theory, February 2013, vol. 59, n° 2.

A. Kammoun, R. Couillet, J. Najim and M. Debbah, Performance of capacity inference methods under colored interference, IEEE Transactions on Information Theory, February 2013, vol. 59, n° 2.

R. Douc, P. Doukhan and E. Moulines, rgodicity of observation-driven time series models and consistency of the maximum likelihood estimator, Stochastic Process. Applications, February 2013, vol. 123, n° 7, pp. 2620–2647.

C. Lévy-Leduc, O. Kouamo and E. Moulines, Central limit theorem for the robust log-regression wavelet estimation of the memory parameter in the Gaussian semi-parametric context., Bernoulli, February 2013, vol. 19, n° 1, pp. 172–204.

A. Myaskouvskey, Y. Gousseau and M. Lindenbaum, Beyond Independence: An Extension of the A Contrario Decision Procedure, International Journal of Computer Vision, January 2013, vol. 101, n° 1, pp. 22-44.

S. Clémençon, A Statistical View of Clustering Performance through the Theory of U-processes, Journal of Multivariate Analysis, January 2013 [PDF].

A. Schreck, G. Fort and E. Moulines, Adaptive Equi-Energy Sampler: Convergence and Illustration, ACM Trans. Model. Comput. Simul., January 2013, vol. 23, n° 1, pp. 27 [PDF].

S. Clémençon, Ch. Dhanjal and R. Gaudel, Efficient Eigen-updating for Spectral Graph Clustering, Neurocomputing, January 2013 [PDF].


V. Y. F. Tan and C. Févotte, Automatic relevance determination in nonnegative matrix factorization with the beta-divergence , IEEE Transactions on Pattern Analysis and Machine Intelligence, January 2013.

A.-b. Abou-Elailah, F. Dufaux, J. Farah, M. Cagnazzo and B. Pesquet-Popescu, Fusion of Global and Local Motion Estimation for Distributed Video Coding, IEEE Trans. on Circ. Syst. for Video Tech., January 2013, vol. 23, n° 1, pp. 158-172 [hal-01433768].

J. Jakubowicz, S. Lefebvre, F. Maire and E. Moulines, Detecting aircraft with a low-resolution infrared sensor, IEEE Transactions Image Processing, January 2013, vol. 21, n° 6, pp. 3034-3041.

S. Lefebvre, S. Allassonniere, J. Jakubowicz, Th. Lasne and E. Moulines, Aircraft classification with a low resolution infrared sensor, Machine Vision and Applications, January 2013, vol. 24, n° 1, pp. 175-186.

A. Shabou, J. Darbon and F. Tupin, Multilabel partition moves for MRF optimization, Image and Vision Computing, January 2013, vol. 31, pp. 14-30 [PDF].

M. Trocan, E. Tramel, J. E. Fowler and B. Pesquet-Popescu, CS Recovery of Multiview Image and Video Sequences using Signal Prediction, Multimedia Tools and Applications, January 2013.

H. Khemiri, D. Petrovska-Delacrétaz and G. Chollet, Automatic detection of known advertisements in radio broadcast with data-driven ALISP transcriptions, Multimedia Tools and Applications, January 2013, vol. 62, n° 1, pp. 35-49.

M. THAMERI, K. Abed-Meraim and A. Belouchrani, Low complexity adaptive algorithms for Principal and Minor Component Analysis, Digital Signal Processing, January 2013 [PDF].

S. Le Corff and G. Fort, Online Expectation Maximization based algorithms for inference in hidden Markov models, Electronic Journal of Statistics, 2013, vol. 7, pp. 763-792 [PDF].

S. Le Corff and G. Fort, Convergence of a Particle-based Approximation of the Block Online Expectation Maximization Algorithm, TOMACS, 2013, vol. 23, n° 1 [PDF].

I. Bloch and A. Bretto, Mathematical Morphology on Hypergraphs, Application to Similarity and Positive Kernel, Computer Vision and Image Understanding , 2013, vol. 117, pp. 342-354.

J. Salmon, Z. Harmany, Ch.-A. Deledalle and R. Willett, Poisson Noise Reduction with Non-local PCA, Journal of Mathematical Imaging and Vision, 2013 [PDF].

V. Israel-Jost, J. Darbon, E. D. Angelini and I. Bloch, Conciliating Syntactic and Semantic Constraints for Multi-Phase and Multi-Channel Region Segmentation, Computer Vision and Image Understanding, 2013, vol. 117, n° 8, pp. 819-826.

O. Nempont, J. Atif and I. Bloch, A constraint propagation approach to structural model based image segmentation and recognition , Information Sciences, 2013, vol. 246, pp. 1-27.

A. Serrurier, S. Dahdouh, G. Captier, V. Calmels, C. Adamsbaum and I. Bloch, 3D articulated growth model of the fetus skeleton, envelope and soft tissues, Innovation and Research in BioMedical Engineering, 2013, vol. 34, pp. 349-356.

M. Delbracio, A. Almansa and P. Musé, Recovering the Subpixel PSF from Two Photographs at Different Distances, Image Processing On Line, 2013 [PDF] [DOI 10.5201/ipol.2013.77].

A. Ben Youssef, H. Shimodaira and D. A. Braude, Articulatory Features Based Talking Heads Using Speech Inversion, IEICE technical report. Speech, 2013, vol. 113, n° 161, pp. 63-68.

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