Z. Harchaoui and C. Lévy-Leduc, *Multiple change-point estimation with a total variation penalty*, Journal of the American Statistical Association, December 2010, vol. 105, n° 492, pp. 1480-1493.

C. Mallet, F. Lafarge, M. Roux, U. Soergel, F. Bretar and Ch. Heipke, *A Marked Point Process for Modeling Lidar Waveforms*, IEEE Transactions on Image Processing, December 2010, vol. 19, n° 12, pp. 3204-3221.

R. Badeau, N. Bertin and E. Vincent, *Stability analysis of multiplicative update algorithms and application to non-negative matrix factorization*, IEEE Transactions on Neural Networks, December 2010, vol. 21, n° 12, pp. 1869-1881 [PDF].

N. Sokolovska, Th. Lavergne, O. Cappé and F. Yvon, *Efficient Learning of Sparse Conditional Random Fields for Supervised Sequence Labelling*, IEEE J. Sel. Topics Signal Process., December 2010, vol. 4, n° 6, pp. 953-964 [PDF] [DOI 10.1109/JSTSP.2010.2076150].

S. Lee, E. Eisemann and H.-P. Seidel, *Real-Time Lens Blur Effects and Focus Control*, ACM Transactions on Graphics (Proceedings of SIGGRAPH) , December 2010.

P. Didyk, E. Eisemann, T. Ritschel, K. Myszkowski and H.-P. Seidel, *Apparent Display Resolution Enhancement for Moving Images*, ACM Transactions on Graphics (Proceedings of SIGGRAPH), December 2010.

P. Didyk, E. Eisemann, T. Ritschel, K. Myszkowski and H.-P. Seidel, *Perceptually-motivated Real-time Temporal Upsampling of 3D Content for High-refresh-rate Displays*, Computer Graphics Forum (Proc. of Eurographics), December 2010.

O. Nempont, J. Atif, E. D. Angelini and I. Bloch, *Propagation de contraintes pour la segmentation et la reconnaissance de structures anatomiques à partir d’un modèle structurel *, Information - Interaction - Intelligence (I3), December 2010, vol. 10, n° 1.

W. Yang, D.-X. Dai, B. Tiggs and G.-S. Xia, *Scene segmentation via low-dimensional semantic representation and CRFs*, EURASIP Journal on Advances in Signal Processing, November 2010, vol. 2010, pp. 14 [PDF].

S. Clémençon and N. Vayatis, *The RankOver algorithm: overlaid classification rules for optimal scoring*, Constructive approximation, October 2010, vol. 32, n° 3, pp. 619-648.

Th. Napoléon and H. Sahbi, *From 2D Silhouettes to 3D Object Retrieval: Contributions and Benchmarking (accepted, to appear)*, The EURASIP Journal on Image and Video Processing, October 2010.

L. Bibin, J. Anquez, J.P. de la Plata Alcalde, T. Boubekeur, E. D. Angelini and I. Bloch, *Whole Body Pregnant Woman Modeling By Digital Geometry Processing With Detailed Utero-Fetal Unit Based On Medical Images*, IEEE Transactions on Biomedical Engineering, October 2010, vol. 57, n° 10, pp. 2346-2358.

J. Delon and A. Desolneux, *Stabilization of flicker-like effects in image sequences through local contrast correction*, SIAM Journal of Imaging Sciences, October 2010, vol. 3, n° 4, pp. 703-734 [PDF].

Q. Duan, E. D. Angelini and A. F. Laine, *Real-time segmentation by Active Geometric Functions*, Computer Methods and Programs in Biomedicine, October 2010, vol. 98, n° 3, pp. 223-230.

J. Urbain, E. Bevacqua, Th. Dutoit, A. Moinet, R. Niewiadomski, C. Pelachaud, B. Picart, J. Tilmanne and J. Wagner, *Enabling a virtual agent to join in laughing with a conversational partner using a similarity-driven audiovisual laughter animation*, Journal on Multimodal User Interfaces, October 2010, vol. 4, n° 1, pp. 47-58.

M. Remazeilles, J. Delabrouille and J.-F. Cardoso, *CMB and SZ effect separation with Constrained Internal Linear Combinations*, Monthly Notices of the Royal Astronomical Society, October 2010, pp. 1769-+ [DOI 10.1111/j.1365-2966.2010.17624.x].

O. Crave, B. Pesquet-Popescu and C. Guillemot, *Robust video coding based on multiple description scalar quantization with side information*, IEEE Trans.on Circuits and Systems for Video technology, October 2010, vol. 20, n° 6, pp. 769 - 779 [PDF] [DOI 10.1109/TCSVT.2010.2045805].

K. Berkner and L. Likforman-Sulem, *Special issue on Documeny Recognition and Retrieval 2009*, International Journal on Document Analysis and Recognition, October 2010, vol. 13, n° 2.

H. Tang, H. Maître, N. Boujemaa and W. Jiang, *On the relevance of linear discriminative features*, Information Science, October 2010, vol. 180, n° 18, pp. 3422-3433.

P. Bianchi, M. Debbah and J. Najim, *Asymptotic Independence in the Spectrum of the Gaussian Unitary Ensemble*, Electronic Communications in Probability, September 2010, vol. 15, pp. 376-395 [PDF].

M. Lagrange, M. Raspaud, R. Badeau and G. Richard, *Explicit Modeling of Temporal Dynamics within Musical Signals for Acoustical Unit Formation and Similarity*, Pattern Recognition Letters (PRNSA), September 2010, vol. 31, n° 12, pp. 1498-1506 [PDF].

C. B. Akgül, B. Sankur, Y. Yemez and F. J. M. Schmitt, *Similarity Learning for 3D Object Retrieval using Relevance Feedback and Risk Minimization*, International Journal of Computer Vision, September 2010, vol. 89, n° 2-3, pp. 392-407.

J.-F. Germain and F. Roueff, *Weak Convergence of the Regularization Path in Penalized M-Estimation*, Scandinavian Journal of Statistics, September 2010, vol. 37, n° 3, pp. 477-495 [PDF] [DOI 10.1111/j.1467-9469.2009.00682.x].

E. de Sevin, R. Niewiadomski, E. Bevacqua, A.-M. Pez, M. Mancini and C. Pelachaud, *Greta, une plateforme d'agent conversationnel expressif et interactif*, Technique et science informatiques, le numéro spécial "Agents conversationnels animés", September 2010, vol. 29, pp. 751-776.

R. Niewiadomski and C. Pelachaud, *Affect expression in ECAs: application to politeness displays*, International Journal of Human-Computer Studies, September 2010, vol. 68, n° 11, pp. 851-871.

J. Tauber, J.-F. Cardoso et al., *Planck pre-launch status: The Planck mission*, Astronomy and Astrophysics, September 2010, vol. 520, pp. A1 [DOI 10.1051/0004-6361/200912983].

R. Douc, E. Gassiat, B. Landelle and E. Moulines, *Forgetting of the initial distribution for nonergodic hidden Markov chains*, The Annals of Applied Probability, September 2010, vol. 20, n° 5, pp. 1638--1662 [DOI 10.1214/09-AAP632].

Ph. Soulier, V. Reisen, E. Moulines and G. Franco, *On the properties of the periodogram of a stationary long-memory process over different epochs with applications*, Journal of Time Series Analysis, September 2010, vol. 31, n° 1, pp. 20-36.

A. Ikhlef, K. Abed-Meraim and D. le Guennec, *Blind signal separation and equalization with controlled delay for MIMO convolutive systems*, Signal Processing (Elsevier), September 2010, pp. 2655-2666.

V. Emiya, R. Badeau and B. David, *Multipitch estimation of piano sounds using a new probabilistic spectral smoothness principle*, IEEE Transactions on Audio, Speech and Language Processing, August 2010, vol. 18, n° 6, pp. 1643-1654 [PDF].

S. Barembruch, E. Moulines and A. Scaglione, *The Expectation and Sparse Maximization Algorithm*, Journal of Communications and Networks, August 2010, vol. 12, n° 4, pp. 317-329.

L. Xu, M. He and M. Roux, *Multifocus image fusion based on redundant wavelet transform*, IET image processing , August 2010, vol. 4, n° 4, pp. 283-293.

B. Buchholz, T. Boubekeur, D. DeCarlo and M. Alexa, *Binary Shading Using Appearance and Geometry *, Computer Graphics Forum Journal, August 2010 [PDF].

N. Tizon and B. Pesquet-Popescu, *Bitrate adaptation of scalable bitstreams in a UMTS environnement, “Streaming Media Architectures, Techniques, and Applications: Recent Advances”*, Eds. Ce Zhu, Yuenan Li and Xiamu Niu, IGI Global, August 2010.

P. Bertail and S. Clémençon, *Sharp Bounds for the Tails of Functionals of Harris Markov Chains*, Theory of Probability and Its Applications, July 2010, vol. 54, n° 3, pp. 1-19 [PDF].

Ch. Millet, I. Bloch, P. Hède and P. A. Moellic, *Automatic Cleaning and Segmentation of Web Images Based on Colors to Build Learning Databases*, Image and Vision Computing, July 2010, vol. 28, pp. 317-328.

S. Clémençon, M. Depecker and N. Vayatis, *Adaptive partitioning schemes for bipartite ranking*, Machine-Learning, July 2010, vol. 83, n° 11, pp. 31-69 [hal-00596027].

G.-S. Xia, J. Delon and Y. Gousseau, *Shape-based Invariant Texture Indexing*, International Journal of Computer Vision, July 2010, vol. 88, n° 3, pp. 382-403 [PDF] [DOI 10.1007/s11263-009-0312-3].

D. Cerra and M. Datcu, *A Fast Compression-based Similarity Measure with Applications to Content-based Image Retrieval*, IEEE TPAMI, July 2010.

Y. Wang, F. Tupin and Ch. Han, *Building detection from high-resolution PolSAR data at the rectangle level by combining region and edge information*, Pattern Recognition Letters, July 2010 [PDF].

A. Sarnaglia, V. Reisen and C. Lévy-Leduc, *Robust estimation of periodic autoregressive processes in the presence of additive outliers*, Journal of Multivariate Analysis, July 2010, vol. 101, n° 9, pp. 2168-2183.

S. De Bruyne, P. Hosten, C. Concolato, M. Asbach, J. De Cock, M. Unger, J. Le Feuvre and R. Van de Walle, *Annotation based personalized adaptation and presentation of videos for mobile applications*, Multimedia Tools and Applications, July 2010, vol. 50, pp. 1-25 [PDF] [DOI 10.1007/s11042-010-0575-2].

M. Eitz, K. Hildebrand, T. Boubekeur and M. Alexa, *An evaluation of descriptors for large-scale image retrieval from sketched feature lines *, Computer & Graphics Journal, July 2010 [PDF].

C. Marin, K. Bouchireb, M. Kieffer and P. Duhamel, *Joint Exploitation of Residual Source Information and MAC Layer CRC Redundancy for Robust Video Decoding*, IEEE trans. on Wireless Communications, July 2010, vol. 9, n° 7, pp. 2165 - 2175.

T. Rebafka, F. Roueff and A. Souloumiac, *A Corrected Likelihood Approach for the Nonlinear Transformation Model with Application to Fluorescence Lifetime Measurements Using Exponential Mixtures*, International Journal of Biostatistics, June 2010, vol. 6, n° 1 [PDF] [DOI 10.2202/1557-4679.1189].

P. Blanchart and M. Datcu, *A Semi-Supervised Algorithm for Auto-Annotation and Unknown Structures Discovery in Satellite Image Databases*, IEEE JSTARS, June 2010.

N. Milisavljevi'C and I. Bloch, *How can dara fusion help humanitarian mine action?*, International Journal of Image and Data Fusion, June 2010, vol. 1, n° 2, pp. 177-191.

J. M. Munoz-Ferreras and M. Datcu, *A Generalisation of ISAR Autofocusing Methods based on the Minimisation of the Renyi Entropy*, IET Radar, Sonar & Navigation, May 2010.

D. Cerra and M. Datcu, *Compression-based Hierarchical Clustering of SAR Images*, Elsevier Remote Sensing Letters, May 2010.

J. Delon, J. Salomon and A. Sobolevskii, *Local matching indicators for concave transport costs*, Comptes Rendus Mathématiques Académie Sciences Paris, May 2010, vol. 348, n° 2, pp. 901-905.

J. Delon, A. Sobolevskii and J. Salomon, *Fast transport optimization for Monge costs on the circle*, SIAM Journal on Applied Mathematics, April 2010, vol. 70, n° 7, pp. 2239-2258 [PDF].

T. Hueber, L. Benaroya, G. Chollet, B. Denby, G. Dreyfus and M. Stone, *Development of a silent speech interface driven by ultrasound and optical images of the tongue and lips.*, Speech Communication, April 2010, vol. 52, n° 4, pp. 288-300.

B. Denby, T. Schultz, K. Honda, T. Hueber, J.M. Gilbert and J.S. Brumberg, *Silent speech interfaces *, Speech Communication, April 2010, vol. 52, n° 4, pp. 270-287.

R. Grompone, J. Jakubowicz, J.-M. Morel and G. Randall, *LSD: A Fast Line Segment Detector With A False Detection Control*, IEEE Transactions on Pattern Analysis and Machine Intelligence, April 2010, vol. 32, n° 4, pp. 722-732.

A. Ozerov and C. Févotte, *Multichannel nonnegative matrix factorization in convolutive mixtures for audio source separation*, IEEE Trans. Audio, Speech and Language Processing, March 2010, vol. 3, n° 18.

E. Ravelli, G. Richard and L. Daudet, *Audio signal representations for indexing in the transform domain*, IEEE Transactions on Audio, Speech and Language Processing, March 2010.

E. Vincent, N. Bertin and R. Badeau, *Adaptive harmonic spectral decomposition for multiple pitch estimation*, IEEE Transactions on Audio, Speech and Language Processing, March 2010, vol. 18, n° 3, pp. 528-537 [PDF].

N. Bertin, R. Badeau and E. Vincent, *Enforcing Harmonicity and Smoothness in Bayesian Non-negative Matrix Factorization Applied to Polyphonic Music Transcription*, IEEE Transactions on Audio, Speech and Language Processing, March 2010, vol. 18, n° 3, pp. 538-549 [PDF].

M. Marim, M. Atlan, E. D. Angelini and J.-C. Olivo-Marin, *Compressed Sensing with off-axis frequency-shifting holography*, Optics Letters, March 2010, vol. 35, n° 6, pp. 871-873.

J.-L. Durrieu, G. Richard, B. David and C. Févotte, *Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals*, IEEE Transactions on Audio, Speech and Language Processing, March 2010.

C. Weidmann and M. Kieffer, *Evaluation of the distance spectrum of variable-length finite-state codes*, IEEE Trans. on Communications, March 2010, vol. 58, n° 3, pp. 724 -728.

N. Ksairi, P. Bianchi, Ph. Ciblat and W. Hachem, *Resource Allocation for Downlink Cellular OFDMA Systems, Part I - Optimal Allocation, Part II - Asymptotic Analysis and Applications*, IEEE Transactions on Signal Processing, February 2010, vol. 58, n° 2, pp. 735-749, 720-734.

M. Kilbinger, D. Wraith, Ch. P. Robert, K. Benabed, O. Cappé, J.-F. Cardoso, G. Fort, S. Prunet and F. R. Bouchet, *Bayesian model comparison in cosmology with Population Monte Carlo*, Monthly Notices of the Royal Astronomical Society, February 2010, vol. 45, pp. 2381-2390 [PDF] [DOI 10.1111/j.1365-2966.2010.16605.x].

D. Cerra and M. Datcu, *A multiresolution approach for texture classification in high resolution satellite imagery*, Italian Journal of Remote Sensing, February 2010.

H. Chaabouni-Chouayakh and M. Datcu, *High Resolution SAR Image Description by Combining the PCA and the Azimuth Sub-band Decompositions*, Transactions of Systems, Signals & Devices, an International Journal, Issues on Communication & Signal Processing, February 2010.

M. Kieffer and E. Walter, *Guaranteed estimation of the parameters of nonlinear continuous-time models: contributions of interval analysis*, Int. J. Adap. Contr. Sig. Proc., February 2010 [DOI 10.1002/acs.1194].

G. Laroche, J. Jung and B. Pesquet-Popescu, *Intra Coding With Prediction Mode Information Inference *, IEEE Trans.on Circuits and Systems for Video technology, February 2010, vol. 20, n° 12, pp. 1786 - 1796 [PDF] [DOI 10.1109/TCSVT.2010.2087511].

M. Cagnazzo, M. Antonini and M. Barlaud, *Mutual Information-Based Context Quantization*, EURASIP Signal Processing: Image Communication, January 2010, vol. 25, n° 1, pp. 64-74 [PDF] [DOI 10.1016/j.image.2009.09.002].

M. Lienou, M. Datcu and H. Maître, *Semantic Annotation of Satellite Images using Latent Dirichlet Allocation*, IEEE Geosciences and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 28-32 [PDF] [hal-00556162].

G. Palma, I. Bloch and S. Muller, *Fast Fuzzy Connected Filter Implementation Using Max-Tree Updates*, Fuzzy Sets and Systems, January 2010, vol. 161, n° 1, pp. 118-146.

Y. Wang, Ch. Han and F. Tupin, *PolSAR Data Segmentation by Combining Tensor space cluster analysis and Markovian framework*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 210 - 214 [PDF].

J.-F. Cardoso, *Precision cosmology with the cosmic microwave background*, IEEE Signal Processing Magazine, January 2010, vol. 27, n° 1, pp. 55-66 [DOI 10.1109/MSP.2009.934715].

D. Cerra, A. Mallet, L. Gueguen and M. Datcu, *Algorithmic Information Theory-Based Analysis of Earth Observation Images: An Assessment*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 13-18 [PDF].

M. Datcu, R. King and S. D'Elia, *Introduction to the Special Issue on Image Information Mining: Pursuing Automation of Geospatial Intelligence for Environment and Security*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 3-7 [PDF].

I. M. Gomez Munoz and M. Datcu, *System Design Considerations for Image Information Mining in Large Archives*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 13-18 [PDF].

M. Soccorsi, D. Gleich and M. Datcu, *Huber-Markov Model for Complex SAR Image Restoration*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 63-67 [PDF].

D. Gleich, M. Kseneman and M. Datcu, *Despeckling of TerraSAR-X Data Using Second-Generation Wavelets*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 68-72 [PDF].

D. Espinoza-Molina, D. Gleich and M. Datcu, *Gibbs Random Field Models for Model-Based Despeckling of SAR Images*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 73-77 [PDF].

H. Chaabouni-Chouayakh and M. Datcu, *Coarse-to-Fine Approach for Urban Area Interpretation Using TerraSAR-X Data*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 78-81 [PDF].

P. Birjandi and M. Datcu, *Multiscale and Dimensionality Behavior of ICA Components for Satellite Image Indexing*, IEEE Geoscience and Remote Sensing Letters, January 2010, vol. 7, n° 1, pp. 103-107 [hal-00479596].

S. Ladjal, J.-F. Aujol and S. Masnou, *Exemplar-based inpainting from a variational point of view*, SIAM Journal on Mathematical Analysis, January 2010, vol. 42, n° 3, pp. 1246-1285.

Y. Atchadé and G. Fort, *Limit theorems for some adaptive MCMC algorithms with subgeometric kernels,*, Bernoulli, 2010, vol. 16, n° 1, pp. 116-154 [PDF].

M. Lagrange and M. Raspaud, *Spectral similarity metrics for sound source formation based on the common variation cue*, ACM Multimedia Tools and Applications Journal on Content-Based Multimedia Indexing, 2010, vol. 48, n° 1, pp. 185-205.

Q. Duan, E. D. Angelini and A. F. Laine, *Surface Functions Active*, Journal of Visual Communication and Image Representation, 2010, vol. 20, n° 7, pp. 478-490.

M. Mancini and C. Pelachaud, *distinctive behavior for Embodied Conversational Agents*, Journal on Multimodal User Interfaces, 2010, pp. 1-13.