Publications en 2010
| Articles dans des revues internationales à comité de lecture |
| [2-SNR10] |
Evaluation of Brain Atrophy Estimation Algorithms using Simulated Ground-Truth Data 
|
| Medical Image Analysis, Vol. 14, Num. 3, Elsevier, pp 373--389 - june 2010, doi:10.1016/j.media.2010.02.002 |
| Communication à des manifestations internationales à comité de lecture |
| [4-GNR10] | Change Detection in Diffusion MRI using Multivariate Statistical Testing on Tensors |
| Medical Image Computing and Computer Assisted Intervention - september 2010 |
Publications en 2009
| Articles dans des revues internationales à comité de lecture |
| [2-FCH09] | Multi-reference shape priors for active contours |
| International Journal of Computer Vision, Vol. 81, Num. 1, Springer, pp 68--81 - january 2009, doi:10.1007/s11263-008-0163-3 |
| Communication à des manifestations internationales à comité de lecture |
| [4-SNR09a] | Influence of the presence of MS lesions on the measured atrophy |
| 25th Congress of the European Committee for the Treatment and Research in Multiple Sclerosis (ECTRIMS) - 2009 |
| [4-GCH09] | Introducing shape priors in Object-Based tomographic reconstruction |
| ICIP 2009, 16th International Conference on Image Processing, pp 1077-1080, Cairo, Egypt - november 2009 |
| [4-BNR09] | Statistical detection of longitudinal changes between Apparent Diffusion Coefficient images. Application to Multiple Sclerosis. |
| Medical Image Computing and Computer Assisted Intervention, Springer, Lecture Notes in Computer Science, pp 959--966, Vol. 5761 - september 2009, issn: 0302-9743 , doi:10.1007/978-3-642-04268-3 |
| [4-SNR09] | Use of simulated atrophy for performance analysis of brain atrophy estimation approaches |
| Medical Image Computing and Computer Assisted Intervention, Springer, Lecture Notes in Computer Science, pp 566--574, Vol. 5762 - september 2009, issn: 0302-9743, doi:10.1007/978-3-642-04271-3_69 |
| [4-BNH09] | GENERALIZED LIKELIHOOD RATIO TESTS FOR CHANGE DETECTION IN DIFFUSION TENSOR IMAGES |
| ISBI 2009, 6th IEEE International Symposium on Biomedical Imaging, IEEE, pp 811-814 - june 2009, issn: 1945-7928 , doi:10.1109/ISBI.2009.5193173 |
| Communications à des manifestations nationales à comité de lecture |
| [5-GCH09a] | Introduction d’a priori de forme en reconstruction tomographique orientée objet |
| 22e Colloque GRETSI, Dijon, France - september 2009 |
Publications en 2008
| Articles dans des revues internationales à comité de lecture |
| [2-NHH08] | Accurate inversion of 3-D transformation fields |
| IEEE Transactions on Image Processing, Vol. 17, Num. 10, pp 1963--1968 - 2008, doi:10.1109/TIP.2008.2002310 |
| [2-BHH08] | A Metric Multidimensional Scaling-Based Nonlinear Manifold Learning Approach for Unsupervised Data Reduction |
| EURASIP Journal on Advances in Signal Processing - Special issue on Machine Learning in Image Processing, Vol. available on line, Hindawi - march 2008, doi:10.1155/2008/862015 |
| Communication à des manifestations internationales à comité de lecture |
| [4-NHH08a] | Symmetric nonrigid image registration. Application to average brain templates construction |
| Medical Image Computing and Computer Assisted Intervention, pp 897--904, Vol. 5242 - september 2008, doi:10.1007/978-3-540-85990-1_108 |
| [4-BNN08] | Evaluation of an automatic change detection method in serial scalar images characterizing diffusion properties of multiple sclerosis patients |
| ECTRIMS - september 2008 |
| [4-BNH08a] | Validation of an automatic method for change detection in serial scalar images characterizing diffusion properties |
| 16th ISMRM, Toronto, Canada - may 2008 |
| Communications à des manifestations nationales à comité de lecture |
| [5-BNH08] | Méthode de détection automatique de changements dans des images scalaires caractérisant les propriétés de diffusion |
| 12ème congrès du GRAMM, Lyon, France - 2008 |
| Communications et publications diverses |
| [6-SNR08] |
Evaluation of Brain Atrophy Estimation Algorithms using Simulated Ground-Truth Data
|
| Workshop MIAMS - MICCAI 2008, http://miams08.inria.fr - 2008 |
| [6-BNH08b] | An automatic method for change detection in serial DTI-derived scalar images |
| Workshop MIAMS - MICCAI 2008 - http://miams08.inria.fr - september 2008 |
| [6-FCH08] |
Affine-invariant multi-reference shape priors for active contours
|
| LRS ERA 27 LCPC / LSIIT UMR 7005 CNRS, Num. RR-AF01-08 - may 2008 |
| [6-BNH08] | An automatic change detection method in diffusion-weighted images: application to multiple sclerosis |
| The 17th scientific meeting of ARSEP, Paris, France - march 2008 |
Publications en 2007
| Articles dans des revues internationales à comité de lecture |
| [2-VHC07] | Robust Pose Estimation and Recognition Using Non-Gaussian Modeling of Appearance Subspaces |
| IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 29, Num. 5, pp 901--905 - may 2007, doi:10.1109/TPAMI.2007.1028 |
| [2-FTA07] | Hidden Markov multiple event sequence models: a paradigm for the spatio-temporal analysis of fMRI data |
| Medical Image Analysis, Vol. 11, Num. 1, pp 1--20 - february 2007, doi:10.1016/j.media.2006.09.003 |
| Communication à des manifestations internationales à comité de lecture |
| [4-RFH07a] | An A Contrario Approach for Change Detection in 3D Multimodal Images: Application to Multiple Sclerosis in MRI |
| International Conference of the IEEE Engineering in Medicine and Biology Society - 2007 |
| [4-BHH07] | Unsupervised nonlinear manifold learning |
| International Conference on Image Processing ICIP'07, San Antonio, USA, 16-19 September 2007. - 2007 |
| Communications à des manifestations nationales à comité de lecture |
| [5-BHH07b] | Réduction de données et apprentissage non supervisé de variétés pour le traitement d'images |
| ORASIS'07, June 4-8, Obernai, France - 2007 |
| [5-FCH07] | Contrainte de forme multi-modèles pour les contours actifs |
| 21ème colloque GRETSI, pp 745--748, Troyes, France - september 2007 |
| [5-RFH07] |
Une approche a contrario pour la détection de changements dans des images IRM multimodales 3D
|
| 21ème colloque GRETSI - september 2007 |
| Communications et publications diverses |
| [6-BNR07] | Automatic change detection in diffusion tensor images: application to multiple sclerosis |
| The 16th scientific meeting of ARSEP - march 2007 |
Publications en 2006
| Articles dans des revues internationales à comité de lecture |
| [2-FCH06] | Affine-Invariant Geometric Shape Priors for Region-Based Active Contours |
| IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 28, Num. 8, pp 1352--1357 - august 2006, doi:doi:10.1109/TPAMI.2006.154 |
| [2-NHH06] | Retrospective evaluation of a topology preserving non-rigid registration method |
| Medical Image Analysis, Vol. 10, Num. 3, Elsevier, pp 366-384 - june 2006, doi:10.1016/j.media.2006.01.001 |
| Communication à des manifestations internationales à comité de lecture |
| [4-FTH06] | Hidden Markovian Modeling And Analysis of Multiple-Event-Sequence-Based Random Processes. Application to Robust Detection of Brain Functional Activation |
| Int. Conf. Acoustic Speech Signal Processing, ICASSP 2006 - may 2006 |
| [4-FCH06a] | Affine-Invariant Multi-reference Shape Priors for Active Contours |
| 9th European Conf. Comput. Vision ECCV, Springer, Lecture Notes in Computer Science 3952, pp 601--613 - may 2006 |
Publications en 2005
| Ouvrage ou participation à des ouvrages |
| [1-SPH05] | Parallel Differential Evolution: Application to 3D Medical Image Registration |
| Differential Evolution: A Practical Approach to Global Optimization, Springer, Price, K. and Storn, R. and Lampinen, J., pp 393-411, Natural Computing Series - 2005 |
| Articles dans des revues internationales à comité de lecture |
| [2-VHN05] | On the modeling, construction and evaluation of a probabilistic atlas of brain perfusion |
| Neuroimage, Vol. 24, Num. 4, pp 1088-1098 - 2005, doi:10.1016/j.neuroimage.2004.10.019 |
| [2-NHH05] | 3-D deformable image registration: a topology preservation scheme based on hierarchical deformation models and interval analysis optimization |
| IEEE Transactions on Image Processing, Vol. 14, Num. 5, pp 553-566 - may 2005, doi:10.1109/TIP.2005.846026 |
| [2-FTA05a] | Unsupervised learning and mapping of active brain functional MRI signals based on hidden semi-Markov event sequence models |
| IEEE Transactions on Medical Imaging, Vol. 24, Num. 2, pp 263-276 - february 2005, doi:10.1109/TMI.2004.841225 |
| [2-FTA05] | Hidden Markov event sequence models: toward unsupervised functional MRI brain mapping |
| Academic Radiology, Vol. 12, Num. 1, pp 25-36 - january 2005, doi:10.1016/j.acra.2004.09.012 |
| [2-SHP05] | A massively parallel approach to deformable matching of 3D medical images via stochastic differential equations |
| Parallel Computing, Vol. 31, Num. 1, pp 45-71 - january 2005, doi:10.1016/j.praco.2004.12.003 |
| Communication à des manifestations internationales à comité de lecture |
| [4-FTA05] | Unsupervised spatio-temporal detection of brain functional activation based on hidden Markov multiple event sequence models |
| SPIE Medical Imaging 2005 : Image Processing, pp 683--694, Vol. 5747 - 2005 |
| Communications à des manifestations nationales à comité de lecture |
| [5-FCH05a] | Contrainte de forme invariante aux transformations affines pour les contours actifs orientés région |
| 20ème Colloque GRETSI, pp 1213--1216, Louvain-La-Neuve, Belgique - september 2005 |
| Communications et publications diverses |
| [6-FCH05] |
Affine-Invariant Geometric Shape Priors for Region-Based Active Contours
|
| LSIIT , LRS ERA 27 LCPC / LSIIT UMR 7005 CNRS, Num. RR-AF01-20 - january 2005 |
Publications en 2004
| Articles dans des revues internationales à comité de lecture |
| [2-DCH04] | A Bayesian approach to object detection using probabilistic appearance-based models |
| Pattern Analysis and Applications, Vol. 7, Num. 3, pp 317-332 - december 2004, doi:10.1007/s10044-004-0230-5 |
| Articles dans des revues nationales à comité de lecture |
| [3-FCH04] | Contraintes géométriques de formes pour les contours actifs orientés région: une approche basée sur les moments de Legendre |
| Traitement du Signal, Vol. 21, Num. 2, pp 109-128 - september 2004 |
| Communication à des manifestations internationales à comité de lecture |
| [4-NHH04] | A topology preserving non-rigid registration method using a symmetric similarity function - Application to 3-D brain images |
| European Conference on Computer Vision (ECCV), pp 546-557, Prague, Czech Republic - 2004, doi:10.1007/b97871 |
Publications en 2003
| Articles dans des revues internationales à comité de lecture |
| [2-NHN03] | A robust statistics-based global energy function for the alignment of serially acquired autoradiographic sections |
| Journal of Neuroscience Methods, Vol. 124, Num. 1, pp 93-102 - 2003, doi:10.1016/S0165-0270(02)00369-2 |
| [2-BHA03a] | Automatic Chance Detection in Multi-Modal Serial MRI: Application to Multiple Sclerosis Lesion Follow-up |
| NeuroImage, Vol. 20, Num. 2, pp 643-656 - october 2003, doi:10.1016/S1053-8119(03)00406-3 |
| [2-MHA03a] | Fast Deformable Matching of 3D Images over Multiscale Nested Subspaces |
| Pattern Recognition, Vol. 36, Num. 8, pp 1881-1899 - august 2003, doi:doi:10.1016/S0031-3203(02)00324-2 |
| [2-HHT03a] | A low complexity approximation of probabilistic appearance models |
| Pattern Recognition, Vol. 36, Num. 5, pp 1107-1118 - may 2003, doi:10.1016/S0031-3203(02)00228-5 |
| Articles dans des revues nationales à comité de lecture |
| [3-DCH03b] | Détection robuste par modèle probabiliste d'apparence: une approche bayésienne |
| Traitement du Signal, Vol. 20, Num. 2, pp 101-117 - 2003 |
| Communication à des manifestations internationales à comité de lecture |
| [4-FTA03a] | Unsupervised learning and mapping of brain fMRI signals based on hidden semi-Markov event sequence models |
| Medical Image Computing and Computer Assisted Intervention, MICCAI 2003, Montreal, Canada - november 2003 |
| [4-VHA03a] | Statistical atlas-based detection of abnormalities in brain perfusion: comparing models and estimating detection performance |
| Medical Image Computing and Computer Assisted Intervention, MICCAI 2003, Montreal, Canada - november 2003 |
| [4-BVA03] | ImLib3D : A High Performance, Open Source, Medical Image Processing Framework in C++. |
| Medical Image Computing and Computer Assisted Intervention, MICCAI 2003, Montreal, Canada - november 2003 |
| [4-NHH03] | A topology preserving method for 3D non rigid brain image registration |
| Medical Image Computing and Computer Assisted Intervention, MICCAI 2003, Springer-Verlag, Lecture Notes in Computer Science, pp 977-978, Vol. 2879, Montreal, Canada - november 2003, doi:10.1007/b93811 |
| [4-VHC03] | Mean-shift based bayesian image reconstruction into visual subspace |
| Int. Conf. Image Processing ICIP'03, Barcelona, Spain - september 2003 |
| [4-BHA03] | Statistical atlas-based subvoxel segmentation of 3D brain MRI. |
| IEEE Int. Conf. Image Processing ICIP'03,, Barcelona - SPAIN - september 2003 |
| [4-FCH03] | Geometric shape priors for region-based active contours |
| Int. Conf. Image Processing ICIP'03, Barcelona, Spain - september 2003 |
| Communications à des manifestations nationales à comité de lecture |
| [5-FCH03a] | Contraintes de forme géométriques pour les contours actifs orientés région |
| 19ème Colloque GRETSI, pp 64--67, Vol. II, Paris, France - september 2003 |
| [5-HAH03] | Traitement des images médicales : du voxel aux atlas numériques |
| Colloque Imagerie pour les Sciences du Vivant et la Médecine, IMVIE 2003, Strasbourg - september 2003 |
Publications en 2002
| Communication à des manifestations internationales à comité de lecture |
| [4-FTA02] | Hidden Semi-Markov Event Sequence Models: Application to Brain Functional MRI Sequence Analysis |
| IEEE Int. Conf. Image Processing, ICIP 2002, Rochester, USA - september 2002 |
| [4-SPH02a] | Parallel sampling with stochastic differential equations for 3D deformable matching of medical images |
| International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2002), Las Vegas, USA, - june 2002 |
Publications en 2001
| Articles dans des revues internationales à comité de lecture |
| [2-BMA01] | 3D Segmentation of anatomical structures in MR images on large data bases |
| Magnetic Resonance Imaging, Vol. 19, Num. 1, pp 73-88 - 2001, doi:10.1016/S0730-725X(00)00226-5 |
| [2-NBH01] | A joint physics-based statistical deformable model for multimodal brain image analysis |
| IEEE Transactions on Medical Imaging, Vol. 20, Num. 10, pp 1026-1037 - 2001, doi:10.1109/42.959300 |
| [2-MHA01] | Topology preserving deformable image matching using constrained hierarchical parametric models |
| IEEE Transactions on Image Processing, Vol. 10, Num. 7, pp 1081-1093 - 2001, doi:10.1109/83.931102 |
| Articles dans des revues nationales à comité de lecture |
| [3-HHT01] | Modèles probabilistes d'apparence : une représentation approchée de faible complexité |
| Traitement du Signal, Vol. 18, Num. 3, pp 147-160 - 2001 |
| Communication à des manifestations internationales à comité de lecture |
| [4-DCH01] | Unsupervised statistical detection of changing objects in camera-in-motion video |
| Int. Conf. Image Processing (ICIP 2001), Thessaloniki, Greece - october 2001 |
| [4-SPH01a] | Differential Evolution for Medical Image Registration |
| International Conference on Artificial Intelligence (IC-AI'2001), Las Vegas (USA) - june 2001 |
| [4-BMH01] | Hybrid Atlas-Based and Image-Based Approach for Segmenting 3D Brain MRIs |
| SPIE Int. Conf. Medical Imaging, San Diego - february 2001 |
| Communications à des manifestations nationales à comité de lecture |
| [5-DCH01a] | Détection d'événements dans une séquence d'images avec caméra en mouvement |
| 18ème Colloque GRETSI, Toulouse, France - september 2001 |
| [5-DCH01b] | Détection robuste d'objets : une approche par modèle d'apparence |
| 18ème Colloque GRETSI, Toulouse, France - september 2001 |
Publications en 2000
| Articles dans des revues internationales à comité de lecture |
| [2-LPH00] | Discrete Markov image modeling and inference on the quad-tree |
| IEEE Transactions on Image Processing, Vol. 9, Num. 3, pp 390-404 - 2000, doi:10.1109/83.826777 |
| Communication à des manifestations internationales à comité de lecture |
| [4-ARH00] | Spatio-temporal segmentation using morphological tools |
| 15th International Conference on Pattern Recognition, pp 885-888, Vol. 3, Barcelona, Spain - 2000 |
| [4-MHA00a] | Topology preserving deformable image matching using constrained hierarchical parametric models |
| Int. Conf. Image Processing (ICIP 2000), Vancouver, Canada - september 2000 |
| [4-BHA00a] | Construction of a 3D physically-based multi-object deformable model |
| Int. Conf. Image Processing (ICIP 2000), Vancouver, Canada - september 2000 |
| [4-NBH00] | A physically-based statistical deformable model for brain image analysis |
| European Conference Computer Vision, ECCV 2000, Dublin - june 2000 |
| [4-DCH00] | Robust Visual Recognition of Colour Images |
| IEEE Int. Conf. Computer & Vision Pattern Recognition, CVPR 2000, Hilton Head Island, USA - june 2000 |
| [4-MHA00] | 3D deformable image matching: a hierarchical approach over nested subspaces |
| SPIE Int. Conf. Medical Imaging, San Diego - february 2000 |
| [4-BHA00] | Three-dimensional watershed-based segmentation of internal structures within MR brain images |
| SPIE Int. Conf. Medical Imaging, San Diego, USA - february 2000 |
| Communications à des manifestations nationales à comité de lecture |
| [5-ARH00a] | Segmentation spatiotemporelle morphologique de séquences d'images |
| RFIA'2000 : 12ème Congrès Francophone Reconnaissance des Formes et Intelligence Artificielle, pp 619-627, Vol. 1, Paris, France - 2000 |
Publications en 1999
| Articles dans des revues internationales à comité de lecture |
| [2-NHA99] | Robust Voxel Similarity Metrics for the Registration of Dissimilar Single and Multimodal Images |
| Pattern Recognition, Vol. 32, Num. 8, pp 1349-1366 - 1999, doi:10.1016/S0031-3203(98)00167-8 |
| [2-KH99] | Statistical deformable model-based segmentation of image motion |
| IEEE Transactions on Image Processing, Vol. 8, Num. 4, pp 583-588 - april 1999, doi:10.1109/83.753745 |
| Articles dans des revues nationales à comité de lecture |
| [3-NHA99] | Mesures de similarité robustes pour le recalage d'images médicales multimodales |
| Traitement du Signal, Vol. 16, Num. 3, pp 255-272 - 1999 |
| Communication à des manifestations internationales à comité de lecture |
| [4-DCH99] | Non-Supervised Robust Visual Recognition of Colour Images using Half-Quadratic Theory |
| European Workshop on Content-Based Multimedia Indexing, Toulouse, France - october 1999 |
| [4-MAN99] | Curvilinear representation of 3D magnetic resonance imaging of the brain cortex in patients with cryptogenic extra-temporal epilepsy |
| 16th Annual meeting European Society for Magnetic Resonance in Medicine and Biology, Appeared in: MAGMA, pp 196, Vol. 8 Suppl.1, Seville - september 1999 |
| [4-MHA99] | 3D Deformable Image Matching Using Multiscale Minimization of Global Energy Functions |
| IEEE Int. Conf. Computer Vision Pattern Recognition, CVPR '99, Fort Collins, USA, - june 1999 |
| [4-HHT99] | Gesture Localization and Recognition using Probabilistic Visual Learning |
| IEEE Int. Conf. Computer Vision Pattern Recognition, CVPR'99, Fort Collins, USA - june 1999 |
| [4-NHA99a] | A probabilistic multi-object deformable model for MR/SPECT brain image registration and segmentation |
| SPIE Int. Conf. Medical Imaging, Vol. 3361, San Diego, USA - february 1999 |
| Communications à des manifestations nationales à comité de lecture |
| [5-DCH99a] | Reconnaissance robuste non-supervisée d'images en couleur utilisant la théorie semi-quadratique |
| 17ème Colloque GRETSI, Vannes - september 1999 |
| [5-MHA99a] | Recalage non rigide et dense d'images volumiques par une approche multiéchelle continue |
| 17ème Colloque GRETSI, Vannes - september 1999 |
| [5-HHT99a] | Segmentation et reconnaissance du geste: une approche par MMC et modèle probabiliste d'apparence |
| 17ème Colloque GRETSI,, Vannes - september 1999 |
Publications en 1998
| Articles dans des revues internationales à comité de lecture |
| [2-MAN98] | Data-driven curvilinear reconstruction of 3D MR images |
| Magnetic Resonance Imaging, Vol. 16, Num. 10, pp 1227--1235 - december 1998, doi:10.1016/S0730-725X(98)00132-5 |
| [2-NHA98] | Registration of MR/MR and MR/SPECT brain images by fast stochastic optimization of robust voxel similarity measures |
| NeuroImage, Vol. 8, Num. 1, pp 30--43 - july 1998, doi:10.1006/nimg.1998.0335 |
| [2-KH98] | A hierarchical Markov modeling approach for the segmentation and tracking of deformable shapes |
| Graphical Models & Image Processing, Vol. 60, Num. 3, pp 173--195 - may 1998, doi:10.1006/gmip.1998.0469 |
| Articles dans des revues nationales à comité de lecture |
| [3-LHP98] | Modèles markoviens d'images et algorithmes d'estimation non linéaire sur le quad-arbre |
| Traitement du Signal, Vol. 15, Num. 3, pp 213--230 - september 1998 |
Publications en 1996
| Articles dans des revues internationales à comité de lecture |
| [2-PH96] | Restriction of a Markov Random Field on a Graph and Multiresolution Statistical Image Modeling |
| IEEE Trans. Information Theory, Vol. 42, Num. 1, pp 180--190 - january 1996, doi:10.1109/18.481788 |