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Conférences avec actes 2018

M. Chambefort, E. Chautru, S. Clémençon, G. Poulain and N. Salaun, Signal and Noise Detection using Recurrent Autoencoders on Seismic Marine Data, NIPS, Workshop in Machine Learning for Geophysical & Geochemical Signals, Montréal, Canada, December 2018.

S. Blusseau, S. Velasco-Forero, J. Angulo and I. Bloch, Tropical and morphological operators for signals on graphs, IEEE International Conference on Image Processing (ICIP), Athens, Greece, October 2018, pp. 1198-1202.

M. Fondin, P. Gori, C. Adamsbaum et I. Bloch, Segmentation automatique des ovaires et des follicules en IRM pour le calcul de la volumétrie ovarienne et le comptage folliculaire, Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), Paris, , Octobre 2018, pp. 952.

X. Yang, Y. Gousseau, H. Maître and Y. Tendero, A fast algorithm for occlusion detection and removal, IEEE 25th Int. Conf on Image Processing, ICIP 2018, Athens, Greece, October 2018, pp. 2505-2509 [PDF].

R. Badeau, Unified Stochastic Reverberation Modeling, EUSIPCO, Rome, Italy, September 2018 [PDF].

F. Asgari and S. Clémençon, Transport Mode Detection when fine-grained and coarse-grained data meet, International Conference on Intelligent Transportation Engineering, Singapore, September 2018.

H. Jalalzai, S. Clémençon and A. Sabourin, On Binary Classification in Extreme Regions, NIPS, Montréal, Canada, September 2018 [PDF] [hal-01932813].

H. Yousef, J. Le Feuvre, G. Valenzise and V. Hulusic, Video Quality Evaluation for Tile-Based Spatial Adaptation, MMSP, Vancouver, August 2018.

B. Ravenet, Ch. Clavel and C. Pelachaud, Automatic Nonverbal Behavior Generation from Image Schemas, International Conference on Autonomous Agents and Multiagent Systems, Stockholm, Suède, July 2018.

M. Fontaine, F.-R. Stoter, A. Liutkus, U. Simsekli, R. Serizel and R. Badeau, Multichannel Audio Modeling with Elliptically Stable Tensor Decomposition, LVA-ICA, Guildford, UK, July 2018 [PDF].

A. Yurtsever, O. Fercoq, V. Cevher and F. Locatello, A Conditional Gradient Framework for Composite Convex Minimization with Applications to Semidefinite Programming, International Conference on Machine Learning, Stockholm, Suède, July 2018 [PDF].

Ch.-A. Deledalle, L. Denis and F. Tupin, MULOG: A GENERIC VARIANCE-STABILIZATION APPROACH FOR SPECKLE REDUCTION IN SAR INTERFEROMETRY AND SAR POLARIMETRY, IGARSS, Valencia, Spain, July 2018 [hal-01860246].

C. Rambour, L. Denis, F. Tupin, J.-M. Nicolas and H. Oriot, SAR TOMOGRAPHY OF URBAN AREAS: 3D REGULARIZED INVERSION IN THE SCENE GEOMETRY, IGARSS, Valencia, Spain, July 2018 [hal-01860253].

W. Zhao, Ch.-A. Deledalle, L. Denis, H. Maître, J.-M. Nicolas and F. Tupin, RABASAR: A FAST RATIO BASED MULTI-TEMPORAL SAR DESPECKLING, IGARSS, Valencia, Spain, July 2018 [hal-01860257].

Ch. Liu, R. Abergel, Y. Gousseau and F. Tupin, A LINE SEGMENT DETECTOR FOR SAR IMAGES WITH CONTROLLED FALSE ALARM RATE, IGARSS, Valencia, Spain, July 2018 [hal-01860265].

J.-C. Moissinac, Jeu de données SemBib: représentation sémantique des données bibliographiques de Télécom ParisTech, Ingénierie des connaissances, Nancy, Juillet 2018 [PDF] [01839634].

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 2018.

C. Agon, M. Andreatta, J. Atif, I. Bloch and P. Mascarade Relano, Musical Descriptions based on Formal Concept Analysis and Mathematical Morphology, 23rd International Conference on Conceptual Structures (ICCS), Edinburgh, UK, June 2018, vol. LNAI 10872, pp. 105-119.

H. Maître, Peut-on mesurer la beauté d’une photo ?, RFIA, Marne La Vallée, Juin 2018 [PDF].

C. Muller, A. Virzi, J.-B. Marret, E. Mille, L. Berteloot, P. Gori, Th. Blanc, D. Grevent, F. Bargy, N. Boddaert, I. Bloch and S. Sarnacki, 3D patient specific models from MRI segmentation and tractography to enhance surgery planning of pelvic tumors and malformations, 19th European Congress of Pediatric Surgery, Paris, France, June 2018.

E. Mille, C. Muller, A. Virzi, P. Gori, J.-B. Marret, L. Berteloot, D. Grevent, Th. Blanc, N. Boddaert, I. Bloch and S. Sarnacki, Appraisal of sacral nerve injury by pelvic neurotractography after robotic surgery for a sacral neurofibroma in a 12 years old girl, 19th European Congress of Pediatric Surgery, Paris, France, June 2018.

C. Muller, A. Virzi, J.-B. Marret, E. Mille, C. Cretolle, P. Gori, L. Berteloot, D. Grevent, Th. Blanc, N. Boddaert, I. Bloch and S. Sarnacki, Analysis of the sacral plexus anatomy using diffusion tensor MRI based neurotractography, according to spinal dysraphism, sacral anomaly and type of anorectal malformation, 19th European Congress of Pediatric Surgery, Paris, France, June 2018.

A. Salim, P. Bianchi and W. Hachem, A constant step size stochastic Douglas-Rachford algorithm with application to non spearable regularizations, ICASSP, June 2018.

E. Potetsianakis and J. Le Feuvre, SWAPUGC: Software for Adaptive Playback of Geotagged UGC, MMSys’18, June 2018 [PDF].

C. Tor-Diez, N. Passat, I. Bloch, S. Faisan, N. Bednarek et F. Rousseau, Une approche par patchs, multi-atlas, itérative pour la segmentation du cortex cérébrale en IRM néonatale, Reconnaissance des Formes, Image, Apprentissage et Perception, Marne-la-Vallée, France, Juin 2018.

E. Puybareau, Y. Xu, J. Chazalon, I. Bloch et Th. GÉraud, Segmentation des hyper-intensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage, Reconnaissance des Formes, Image, Apprentissage et Perception, Marne-la-Vallée, France, Juin 2018.

E. Colin Koeninger, J.-M. Nicolas, B. Pinel-Puysségur, J. M. Lagrange et F. Janez, Visualisation des changements sur séries temporelles radar : méthode REACTIV évaluée à l’échelle mondiale sous Google Earth Engine, CFPT 2018, Marne la Vallée, Juin 2018.

Ch.-A. Deledalle, L. Denis and F. Tupin, Speckle reduction in PolSAR by multi-channel variance stabilization and Gaussian denoising: MuLoG, EUSAR, Aachen, Germany, June 2018 [hal-01860234].

A. Reshef, C. Riddell, Y. Tousset, S. Ladjal and I. Bloch, Direct backprojection-filtration formula for region-of-interest imaging with few additional projections, Fifth International Conference on Image Formation in X-Ray Computed Tomography , Salt Lake City, Utah, USA, May 2018.

A. Reshef, T. Nikoukhah, C. Riddell, Y. Tousset, S. Ladjal and I. Bloch, Region-of-interest imaging with differentiated backprojection and angularly subsampled complementary sinograms , Fifth International Conference on Image Formation in X-Ray Computed Tomography , Salt Lake City, Utah, USA, May 2018.

S. Clémençon and F. Portier, Beating Monte-Carlo Integration: a Nonparametric Study of Kernel Smoothing Methods , AISTATS, Lanzarote, Espagne, April 2018.

M. Massias, A. Gramfort, O. Fercoq and J. Salmon, Generalized Concomitant Multi-Task Lasso for sparse multimodal regression, AISTATS, April 2018 [PDF].

S. Clémençon, A. Korba and E. Sibony, Ranking Median Regression: Learning to Order through Local Consensus, Algorithmic Learning Theory, Lanzarotte, Espagne, April 2018 [PDF].

E. Chammas, Ch. Mokbel and L. Likforman-Sulem, Handwriting Recognition of Historical Documents with few labeled data, DAS 2018, Vienna, Austria., April 2018.

B. Boyadjis, A. Purica, B. Pesquet-Popescu and F. Dufaux, Video enhancement with convex optimization methods, ICASSP, April 2018.

A. El Rhammad, P. Gioia, A. Gilles, M. Cagnazzo and B. Pesquet-Popescu, View-dependent compression of computer-generated hologram based on matching pursuit, SPIE Photonics Europe 2018 - Optics, Photonics and Digital Technologies for Imaging Applications, Strasbourg, France, April 2018.

U. Simsekli, H. Erdogan, S. Leglaive, A. Liutkus, R. Badeau and G. Richard, Alpha-stable low-rank plus residual decomposition for speech enhancement, ICASSP, Calgary, Alberta, Canada, April 2018 [PDF].

B. K. Abid and R. M. Gower, Greedy stochastic algorithms for entropy-regularized optimal transport problems, Proceedings of the 21th International Conference on Artificial Intelligence and Statistics, Lanzarote, Spain, April 2018.

R. M. Gower, N. Le Roux and F. Bach, Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods, Proceedings of the 21th International Conference on Artificial Intelligence and Statistics, April 2018.

S. Clémençon and A. Korba, On Aggregation in Ranking Median Regression. , ESANN, Bruges, Belgique, April 2018.

V. Barriere, Ch. Clavel, S. Essid et al., Attitude Classification in Adjacency Pairs of a Human-Agent Interaction with Hidden Conditional Random Fields, ICASSP, April 2018.

M. Djerrab, A. Garcia Rojas and F. d'Alché-Buc, Learning with a Fisher surrogate loss in a small data regime, ESANN, Bruges, April 2018.

T. Dupré la Tour, Y. Grenier and A. Gramfort, Driver estimation in non-linear autoregressive models, ICASSP, Calgary, Canada, April 2018 [PDF] [hal-01696786].

S. Zheng, M. Kieffer and M. Cagnazzo, Precoding matrix desing in linear video coding, IEEE International Conference on Acoustics, Speech and Signal Processing, Calgary, Canada, April 2018.

J.-B. Schiratti, J.-E. Le Douget, M. Le Van Quyen, S. Essid and A. Gramfort, An Ensemble Learning Approach to Detect Epileptic Seizures from Long Intracranial EEG Recordings, International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, April 2018 [PDF].

E. Gentet, B. David, S. Denjean, G. Richard et V. Roussarie, Optimisation d’un critère d’Intelligibilité de la Parole dans un Contexte Bruité Automobile, CFA 2018, Le Havre, France, Avril 2018 [PDF].

S. Clémençon, S. Boudabous, O. Jelassi and M. C. Roca, A secure IoT architecture for streaming data analysis and anomaly detection , 1st International Workshop on Security and Privacy for the Internet-of-Things, Orlando, Florida, USA, April 2018.

J.-C. Moissinac, SemBib, un dépôt local d’articles scientifiques sémantiquement décrits, VADOR, Rennes, Avril 2018 [PDF].

S. Clémençon, R. Vogel and A. Bellet, A Probabilistic Theory of Supervised Similarity Learning: Pairwise Bipartite Ranking and Pointwise ROC Curve Optimization, ICML, Stockholm, Sweden, March 2018.

M. Achab, S. Clémençon and A. Garivier, Profitable Bandits, ACML, Beijing, China, March 2018.

E. Potetsianakis and J. Le Feuvre, Buffer Management for Synchronous and Low-Latency Playback of Multi-Stream User-Generated Content, IEEE International Conference on Multimedia Information Processing and Retrieval, Miami, FL, USA, March 2018.

L. Brinkschulte, N. Mariacher, S. Schlögl, M. I. Torres, R. Justo, A. Esposito, G. Cordasco, G. Chollet, C. Glackin, C. Pickard, D. Petrovska-Delacrétaz, M. A. Hmani, A. Mtibaa, A. Fernandez, D. Kyslitska, B. Fernandez-Ruanova, J. Tenorio-Laranga, M. Aksnes, M. Stylianou Korsnes, M. Reiner, F. Lindner, O. Deroo and O. Gordeeva, The EMPATHIC Project: Building an Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly, Smarter Lives 18, Insbrück, Austria, February 2018, pp. 36-52 [PDF].

S. Clémençon and G. Ciolek, Generalization bounds for minimum volume set estimation based on Markovian data, ISAIM, Fort Lauderdale, USA, January 2018.

E. Zerman, V. Hulusic, G. Valenzise, R. Mantiuk and F. Dufaux, The Relation Between MOS and Pairwise Comparisons and the Importance of Cross-Content Comparisons, IS&T/SPIE Electronic Imaging, Human Vision and Electronic Imaging XXII, January 2018 [hal-01654133].

V. Hulusic, G. Valenzise and F. Dufaux, Perceived dynamic range of HDR images with no semantic information, IS&T/SPIE Electronic Imaging, Human Vision and Electronic Imaging XXII, Burlingame, USA, January 2018 [hal-01654136].

D. Kane, A. Grimaldi, E. Zerman, M. Bertalmio, V. Hulusic and G. Valenzise, The Preferred System Gamma is Primarily Determined by the Ratio of Dynamic Range of the Original Scene and the Displayed Image, IS&T/SPIE Electronic Imaging, Human Vision and Electronic Imaging XXII, January 2018.

C. Glackin, J. Wall, G. Chollet, N. Dugan and N. Cannings, Convolutional Neural Networks for Phoneme Recognition, ICPRAM, Funchal, Portugal, January 2018 [PDF].

I. Ciril, J. Darbon and Y. Tendero, A Simple and Exact Algorithm to Solve l1 Linear Problems: Application to the Compressive Sensing Method, Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; VISAPP, Fuchal, Portugal, January 2018, vol. 4, pp. 54-62, ISBN 978-989-758-290-5 [DOI 10.5220/0006624600540062].

J.-C. Moissinac, Constitution d’un corpus d’articles scientifiques avec représentation sémantique, TextMine, Paris, Janvier 2018 [PDF].

R. Sanchez de la Rosa, A.-K. Carton, P. Milioni de Carvalho, Z. Li, S. Muller and I. Bloch, Preliminary study of CEDBT and CESM performances using simulated analytical contrast uptakes, IEEE 15th International Symposium on Biomedical Imaging (ISBI), Washington D.C., USA, 2018, pp. 792-795.

S. Blusseau, I. Bloch, Y. Gousseau, J. Angulo and S. Velasco-Forero, Mathematical morphology on tensor images for fiber enhancement, SIAM Conference on Imaging Science, Bologna, Italy, 2018.

A. Delmonte, I. Bloch, D. Hasboun, C. Mercier, J. Pallud and P. Gori, Segmentation of White Matter Tractograms Using Fuzzy Spatial Relations, Human Brain Mapping (OHBM), Singapore, 2018.

G. Sileno, I. Bloch, J. Atif and J.-L. Dessalles, Computing Contrast on Conceptual Spaces, International Workshop on Artificial Intelligence and Cognition, Palermo, Italy, 2018.

A. Virzi, P. Gori, C. Muller, E. Mille, Q. Peyrot, L. Berteloot, N. Boddaert, S. Sarnacki and I. Bloch, Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approach, PIPPI MICCAI Workshop, Granada, Spain, 2018, vol. LNCS 11076, pp. 97-106.

A. Virzi, P. Gori, C. Muller, E. Mille, Q. Peyrot, L. Berteloot, N. Boddaert, S. Sarnacki and I. Bloch, Segmentation of pelvic vessels in pediatric MRI using a patch based learning approach, Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), Paris, France, 2018, pp. 617.

C. Mercier, P. Gori, D. Rohmer, M.-P. Cani, T. Boubekeur, J.-M. Thiery and I. Bloch, Progressive and Efficient Multi-Resolution Representations for Brain Tractograms, Eurographics Workshop on Visual Computing for Biology and Medicine (VCBM), Granada, Spain, 2018, pp. 89-93.

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