Jean-Philippe Thiran
Orcid: 0000-0003-2938-9657Affiliations:
- Swiss Federal Institute of Technology in Lausanne, Switzerland
According to our database1,
Jean-Philippe Thiran
authored at least 357 papers
between 1994 and 2024.
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on id.loc.gov
On csauthors.net:
Bibliography
2024
Windowed Radon Transform for Robust Speed-of-Sound Imaging With Pulse-Echo Ultrasound.
IEEE Trans. Medical Imaging, April, 2024
Self-supervised learning-based cervical cytology for the triage of HPV-positive women in resource-limited settings and low-data regime.
Comput. Biol. Medicine, February, 2024
Windowed Radon Transform and Tensor Rank-1 Decomposition for Adaptive Beamforming in Ultrafast Ultrasound.
IEEE Trans. Medical Imaging, January, 2024
CoRR, 2024
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Tractography passes the test: Results from the diffusion-simulated connectivity (disco) challenge.
NeuroImage, August, 2023
CACTUS: a computational framework for generating realistic white matter microstructure substrates.
Frontiers Neuroinformatics, March, 2023
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning.
J. Imaging, 2023
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains.
CoRR, 2023
CoRR, 2023
Source-Free Open-Set Domain Adaptation for Histopathological Images via Distilling Self-Supervised Vision Transformer.
CoRR, 2023
Fast refacing of MR images with a generative neural network lowers re-identification risk and preserves volumetric consistency.
CoRR, 2023
Self-Supervised Learning-Based Cervical Cytology Diagnostics in Low-Data Regime and Low-Resource Setting.
CoRR, 2023
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
AMAE: Adaptation of Pre-trained Masked Autoencoder for Dual-Distribution Anomaly Detection in Chest X-Rays.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Federated Learning on Heterogeneous Diffusion-Weighted Imaging Data for Acute Stroke Infarct Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Adaptive Similarity Bootstrapping for Self-Distillation based Representation Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Abnormal Cardiac Rhythm Detection Based on Photoplethysmography Signals and a Recurrent Neural Network.
Proceedings of the Computing in Cardiology, 2023
A Comparative Study on Detecting Heart Beats in Photoplethysmography Signals in Presence of Various Cardiac Arrhythmias.
Proceedings of the Computing in Cardiology, 2023
2022
Dataset, April, 2022
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI.
NeuroImage, 2022
Evaluating reproducibility and subject-specificity of microstructure-informed connectivity.
NeuroImage, 2022
Self-rule to multi-adapt: Generalized multi-source feature learning using unsupervised domain adaptation for colorectal cancer tissue detection.
Medical Image Anal., 2022
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI.
CoRR, 2022
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues.
CoRR, 2022
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the 9th Swiss Conference on Data Science, 2022
OptTTA: Learnable Test-Time Augmentation for Source-Free Medical Image Segmentation Under Domain Shift.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022
Neuroimaging Harmonization Using cGANs: Image Similarity Metrics Poorly Predict Cross-Protocol Volumetric Consistency.
Proceedings of the Machine Learning in Clinical Neuroimaging - 5th International Workshop, 2022
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
Pulse Wave Analysis of Photoplethysmography Signals to Enhance Classification of Cardiac Arrhythmias.
Proceedings of the Computing in Cardiology, 2022
Anomaly Detection and Localization Using Attention-Guided Synthetic Anomaly and Test-Time Adaptation.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
IEEE Trans. Medical Imaging, 2021
IEEE Trans. Medical Imaging, 2021
Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
NeuroImage, 2021
Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain.
NeuroImage, 2021
Revisiting the T<sub>2</sub> spectrum imaging inverse problem: Bayesian regularized non-negative least squares.
NeuroImage, 2021
Resolving bundle-specific intra-axonal <i>T</i><sub>2</sub> values within a voxel using diffusion-relaxation tract-based estimation.
NeuroImage, 2021
Medical Image Anal., 2021
Comparison of non-parametric T<sub>2</sub> relaxometry methods for myelin water quantification.
Medical Image Anal., 2021
Fast Fiber Orientation Estimation in Diffusion MRI from kq-Space Sampling and Anatomical Priors.
J. Imaging, 2021
Self-Rule to Adapt: Generalized Multi-source Feature Learning Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Detection.
CoRR, 2021
Hierarchical Cell-to-Tissue Graph Representations for Breast Cancer Subtyping in Digital Pathology.
CoRR, 2021
MPRAGE to MP2RAGE UNI translation via generative adversarial network improves the automatic tissue and lesion segmentation in multiple sclerosis patients.
Comput. Biol. Medicine, 2021
Benefiting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021
The Microstructural Features of the Diffusion-Simulated Connectivity (DiSCo) Dataset.
Proceedings of the Computational Diffusion MRI - 12th International Workshop, 2021
Learning Whole-Slide Segmentation from Inexact and Incomplete Labels Using Tissue Graphs.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Multi-Compartment Diffusion Mri, T2 Relaxometry And Myelin Water Imaging As Neuroimaging Descriptors For Anomalous Tissue Detection.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Test-Time Adaptation for Super-Resolution: You Only Need to Overfit on a Few More Images.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
SOoD: Self-Supervised Out-of-Distribution Detection Under Domain Shift for Multi-Class Colorectal Cancer Tissue Types.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Pattern Recognit., 2020
On the cortical connectivity in the macaque brain: A comparison of diffusion tractography and histological tracing data.
NeuroImage, 2020
Real-time high-resolution omnidirectional imaging platform for drone detection and tracking.
J. Real Time Image Process., 2020
Neurocomputing, 2020
Robust Monte-Carlo Simulations in Diffusion-MRI: Effect of the Substrate Complexity and Parameter Choice on the Reproducibility of Results.
Frontiers Neuroinformatics, 2020
Benefitting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution.
CoRR, 2020
Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation.
CoRR, 2020
An Evolutionary Framework for Microstructure-Sensitive Generalized Diffusion Gradient Waveforms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
HACT-Net: A Hierarchical Cell-to-Tissue Graph Neural Network for Histopathological Image Classification.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Graphs in Biomedical Image Analysis, 2020
Structure Preserving Stain Normalization of Histopathology Images Using Self Supervised Semantic Guidance.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
T2 Mapping from Super-Resolution-Reconstructed Clinical Fast Spin Echo Magnetic Resonance Acquisitions.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Divide-and-Rule: Self-Supervised Learning for Survival Analysis in Colorectal Cancer.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
IEEE Trans. Computational Imaging, 2019
IEEE Signal Process. Lett., 2019
Towards microstructure fingerprinting: Estimation of tissue properties from a dictionary of Monte Carlo diffusion MRI simulations.
NeuroImage, 2019
Sparse wars: A survey and comparative study of spherical deconvolution algorithms for diffusion MRI.
NeuroImage, 2019
DermoNet: densely linked convolutional neural network for efficient skin lesion segmentation.
EURASIP J. Image Video Process., 2019
Informative sample generation using class aware generative adversarial networks for classification of chest Xrays.
Comput. Vis. Image Underst., 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Robust Biophysical Parameter Estimation with a Neural Network Enhanced Hamiltonian Markov Chain Monte Carlo Sampler.
Proceedings of the Information Processing in Medical Imaging, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2nd International Workshop on Open Services and Tools for Document Analysis, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
SynDeMo: Synergistic Deep Feature Alignment for Joint Learning of Depth and Ego-Motion.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Using Photorealistic Face Synthesis and Domain Adaptation to Improve Facial Expression Analysis.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
G2-VER: Geometry Guided Model Ensemble for Video-based Facial Expression Recognition.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019
On Problem Formulation, Efficient Modeling and Deep Neural Networks for High-Quality Ultrasound Imaging : Invited Presentation.
Proceedings of the 53rd Annual Conference on Information Sciences and Systems, 2019
2018
Towards Ultrasound Everywhere: A Portable 3D Digital Back-End Capable of Zone and Compound Imaging.
IEEE Trans. Biomed. Circuits Syst., 2018
CoRR, 2018
Shallow vs Deep Learning Architectures for White Matter Lesion Segmentation in the Early Stages of Multiple Sclerosis.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Efficient Active Learning for Image Classification and Segmentation Using a Sample Selection and Conditional Generative Adversarial Network.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations.
IEEE Trans. Geosci. Remote. Sens., 2017
IEEE Trans. Circuits Syst. Video Technol., 2017
IEEE Trans. Biomed. Eng., 2017
IEEE Trans. Biomed. Circuits Syst., 2017
Action Units and Their Cross-Correlations for Prediction of Cognitive Load during Driving.
IEEE Trans. Affect. Comput., 2017
Transient networks of spatio-temporal connectivity map communication pathways in brain functional systems.
NeuroImage, 2017
Noninvasive pulmonary artery pressure monitoring by EIT: a model-based feasibility study.
Medical Biol. Eng. Comput., 2017
Proceedings of the Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures, 2017
Proceedings of the Computer Vision Systems - 11th International Conference, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the 2017 Conference on Design and Architectures for Signal and Image Processing, 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017
Combining LiDAR space clustering and convolutional neural networks for pedestrian detection.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
Proceedings of the Auditory-Visual Speech Processing, 2017
2016
Kernel Low-Rank and Sparse Graph for Unsupervised and Semi-Supervised Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2016
Facial Image Analysis for Fully Automatic Prediction of Difficult Endotracheal Intubation.
IEEE Trans. Biomed. Eng., 2016
NeuroImage, 2016
Surface-driven registration method for the structure-informed segmentation of diffusion MR images.
NeuroImage, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016
Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Estimating fusion weights of a multi-camera eye tracking system by leveraging user calibration data.
Proceedings of the Ninth Biennial ACM Symposium on Eye Tracking Research & Applications, 2016
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016
2015
IEEE Trans. Medical Imaging, 2015
Joining a Discrete Radiative Transfer Model and a Kernel Retrieval Algorithm for Soil Moisture Estimation From SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data.
Pattern Recognit. Lett., 2015
Cluster validity measure and merging system for hierarchical clustering considering outliers.
Pattern Recognit., 2015
An efficient total variation algorithm for super-resolution in fetal brain MRI with adaptive regularization.
NeuroImage, 2015
Improved statistical evaluation of group differences in connectomes by screening-filtering strategy with application to study maturation of brain connections between childhood and adolescence.
NeuroImage, 2015
Accelerated Microstructure Imaging via Convex Optimization (AMICO) from diffusion MRI data.
NeuroImage, 2015
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI.
NeuroImage, 2015
Quantitative Analysis of Myelin and Axonal Remodeling in the Uninjured Motor Network After Stroke.
Brain Connect., 2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Accelerated microstructure imaging via convex optimisation for regions with multiple fibres (AMICOx).
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
2014
Quantitative Comparison of Reconstruction Methods for Intra-Voxel Fiber Recovery From Diffusion MRI.
IEEE Trans. Medical Imaging, 2014
Fast Geodesic Active Fields for Image Registration Based on Splitting and Augmented Lagrangian Approaches.
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
Sparse regularization for fiber ODF reconstruction: From the suboptimality of l<sub>2</sub> and l<sub>1</sub> priors to l<sub>0</sub>.
Medical Image Anal., 2014
Comput. Methods Programs Biomed., 2014
Hierarchical sparse representation for dictionary-based classification of hyperspectral images.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression.
Proceedings of the SAR Image Analysis, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Optimal MAP Parameters Estimation in STAPLE - Learning from Performance Parameters versus Image Similarity Information.
Proceedings of the Machine Learning in Medical Imaging - 5th International Workshop, 2014
Crop backscatter modeling and soil moisture estimation with support vector regression.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the BIOSIGNALS 2014, 2014
Cardiac output measured by electrical impedance tomography: Applications and limitations.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
2013
IEEE Trans. Image Process., 2013
IEEE Trans. Image Process., 2013
IEEE Trans. Geosci. Remote. Sens., 2013
IEEE Trans. Circuits Syst. Video Technol., 2013
Soft Tissue Artifact Assessment During Treadmill Walking in Subjects With Total Knee Arthroplasty.
IEEE Trans. Biomed. Eng., 2013
Source/Filter Factorial Hidden Markov Model, With Application to Pitch and Formant Tracking.
IEEE ACM Trans. Audio Speech Lang. Process., 2013
IEEE Trans. Speech Audio Process., 2013
Weighted Shape-Based Averaging With Neighborhood Prior Model for Multiple Atlas Fusion-Based Medical Image Segmentation.
IEEE Signal Process. Lett., 2013
NeuroImage, 2013
Estimation of soil moisture from airborne hyperspectral imagery with support vector regression.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013
Improved local binary pattern based action unit detection using morphological and bilateral filters.
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Multisource clustering of remote sensing images with Entropy-based Dempster-Shafer fusion.
Proceedings of the 21st European Signal Processing Conference, 2013
Detection of floods in SAR images with non-linear kernel clustering and topographic prior.
Proceedings of the 21st European Signal Processing Conference, 2013
A realistic Computed Tomography simulator for small motion analysis of cerebral aneurysms.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
Automatic prostate segmentation in cone-beam computed tomography images using rigid registration.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
2012
IEEE Trans. Image Process., 2012
IEEE Trans. Speech Audio Process., 2012
A multi-center study: Intra-scan and inter-scan variability of diffusion spectrum imaging.
NeuroImage, 2012
Int. J. Comput. Vis., 2012
EURASIP J. Adv. Signal Process., 2012
Computing effective properties of random heterogeneous materials on heterogeneous parallel processors.
Comput. Phys. Commun., 2012
CoRR, 2012
Evaluation of atlas fusion strategies for segmentation of head and neck lymph nodes for radiotherapy planning.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
Semi-supervised and unsupervised novelty detection using nested support vector machines.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012
Fast globally supervised segmentation by active contours with shape and texture descriptors.
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Lower and upper bounds for approximation of the Kullback-Leibler divergence between Gaussian Mixture Models.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the Latent Variable Analysis and Signal Separation, 2012
2011
IEEE Trans. Image Process., 2011
Active deformation fields: Dense deformation field estimation for atlas-based segmentation using the active contour framework.
Medical Image Anal., 2011
The Connectome Viewer Toolkit: An Open Source Framework to Manage, Analyze, and Visualize Connectomes.
Frontiers Neuroinformatics, 2011
CoRR, 2011
Stereo Vision Matching over Single-channel Color-based Segmentation.
Proceedings of the SIGMAP 2011, 2011
Proceedings of the Sixth International Symposium on Parallel Computing in Electrical Engineering (PARELEC 2011), 2011
An efficient segmentation method for ultrasound images based on a semi-supervised approach and patch-based features.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the 19th European Signal Processing Conference, 2011
2010
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Proceedings of the Tensors in Image Processing and Computer Vision, 2009
IEEE Trans. Signal Process., 2009
Local landmark-based registration for fMRI group studies of nonprimary auditory cortex.
NeuroImage, 2009
Addendum to "Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data" [Medical Image Analysis 13 (2009) 19-35].
Medical Image Anal., 2009
Sequential anisotropic multichannel Wiener filtering with Rician bias correction applied to 3D regularization of DWI data.
Medical Image Anal., 2009
Segmentation of Head and Neck Lymph Node Regions for Radiotherapy Planning Using Active Contour-Based Atlas Registration.
IEEE J. Sel. Top. Signal Process., 2009
Int. J. Comput. Vis., 2009
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the 17th European Signal Processing Conference, 2009
Classification of tensors and fiber tracts using Mercer-kernels encoding soft probabilistic spatial and diffusion information.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Proceedings of the Computer Recognition Systems 2, 2008
Extraction of Audio Features Specific to Speech Production for Multimodal Speaker Detection.
IEEE Trans. Multim., 2008
IEEE Trans. Medical Imaging, 2008
Bi-planar 2D-to-3D registration in Fourier domain for stereoscopic x-ray motion tracking.
Proceedings of the Medical Imaging 2008: Image Processing, 2008
An Active Contour-Based Atlas Registration Model Applied to Automatic Subthalamic Nucleus Targeting on MRI: Method and Validation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Finger-spelling recognition within a collaborative segmentation/behavior inference framework.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Hierarchical image registration with an active contour-based atlas registration model.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
CEC designer: Domain specific modelling for the industrial automation based on the IEC 61499 standard.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
Representing Diffusion MRI in 5-D Simplifies Regularization and Segmentation of White Matter Tracts.
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Image Process., 2007
Signal Image Video Process., 2007
Signal Process., 2007
J. Math. Imaging Vis., 2007
A Variational Framework for the Simultaneous Segmentation and Object Behavior Classification of Image Sequences.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Robust Infants Face Tracking Using Active Appearance Models: A Mixed-State CONDENSATION Approach.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
Evaluation of Brain Image Nonrigid Registration Algorithms Based on Log-euclidean Mr-dti Consistency Measures.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Variational Segmentation using Fuzzy Region Competition and Local Non-Parametric Probability Density Functions.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Fisher's discriminant and relevant component analysis for static facial expression classification.
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Registration of multiple regions derived from the optical flow model and the active contour framework.
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 15th European Signal Processing Conference, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
A Cross Validation Study of Deep Brain Stimulation Targeting: From Experts to Atlas-Based, Segmentation-Based and Automatic Registration Algorithms.
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Circuits Syst. Video Technol., 2006
Fibertract segmentation in position orientation space from high angular resolution diffusion MRI.
NeuroImage, 2006
Int. J. Imaging Syst. Technol., 2006
A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional.
Int. J. Comput. Vis., 2006
Int. J. Comput. Vis., 2006
Dense deformation field estimation for atlas-based segmentation of pathological MR brain images.
Comput. Methods Programs Biomed., 2006
Validation of Experts versus Atlas-based and Automatic Registration Methods for Subthalamic Nucleus Targeting on MRI.
Int. J. Comput. Assist. Radiol. Surg., 2006
Automatic Extraction of Geometric Lip Features with Application to Multi-Modal Speaker Identification.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006
Proceedings of the International Conference on Image Processing, 2006
Normalization of transcranial magnetic stimulation points by means of atlas registration.
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Dense deformation field estimation for atlas registration using the active contour framework.
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the 14th European Signal Processing Conference, 2006
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2006
2005
Comparison and validation of tissue modelization and statistical classification methods in T1-weighted MR brain images.
IEEE Trans. Medical Imaging, 2005
Signal Process., 2005
NeuroImage, 2005
Medical Image Anal., 2005
Multi-Layer Hierarchical Clustering of Pedestrian Trajectories for Automatic Counting of People in Video Sequences.
Proceedings of the 7th IEEE Workshop on Applications of Computer Vision / IEEE Workshop on Motion and Video Computing (WACV/MOTION 2005), 2005
Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Representing Diffusion MRI in 5D for Segmentation of White Matter Tracts with a Level Set Method.
Proceedings of the Information Processing in Medical Imaging, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 13th European Signal Processing Conference, 2005
Impact of sample sizes on information theoretic measures for audio-visual signal processing.
Proceedings of the 13th European Signal Processing Conference, 2005
Proceedings of the 1st International Conference on Distributed Frameworks for Multimedia Applications (DFMA 2005), 2005
2004
Atlas-based segmentation of pathological MR brain images using a model of lesion growth.
IEEE Trans. Medical Imaging, 2004
A localization/verification scheme for finding text in images and video frames based on contrast independent features and machine learning methods.
Signal Process. Image Commun., 2004
Pattern Recognit. Lett., 2004
Adaptive Hough transform for the detection of natural shapes under weak affine transformations.
Pattern Recognit. Lett., 2004
Automatic Pedestrian Tracking Using Discrete Choice Models and Image Correlation Techniques.
Proceedings of the Machine Learning for Multimodal Interaction, 2004
Proceedings of the Machine Learning for Multimodal Interaction, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Bayesian.integration of a discrete choice pedestrian behavioral model and image correlation techniques for automatic multi object tracking.
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the Image Analysis and Recognition: International Conference, 2004
Proceedings of the 2004 12th European Signal Processing Conference, 2004
2003
DTI mapping of human brain connectivity: statistical fibre tracking and virtual dissection.
NeuroImage, 2003
Face Class Modeling in Eigenfaces Space.
Proceedings of the Pattern Recognition in Information Systems, 2003
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Proceedings of the New Navigators: from Professionals to Patients, 2003
Brain Shift Correction Based on a Boundary Element Biomechanical Model with Different Material Properties.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
A priori information in image segmentation: energy functional based on shape statistical model and image information.
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the Computer Aided Systems Theory, 2003
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003
Independent Component Analysis and Support Vector Machine for Face Feature Extraction.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003
2002
IEEE Trans. Image Process., 2002
Validation of Tissue Modelization and Classification Techniques in T1-Weighted MR Brain Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Rotation and Scale Invariant Shape Representation and Recognition Using Matching Pursuit.
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002
Multi-modal medical image registration: from information theory to optimization objective.
Proceedings of the 14th International Conference on Digital Signal Processing, 2002
Feature-space mutual information for multi-modal signal processing with application to medical image registration.
Proceedings of the 11th European Signal Processing Conference, 2002
2001
Distinct Pathways Involved in Sound Recognition and Localization: A Human fMRI Study.
NeuroImage, 2001
Exploiting Voxel Correlation for Automated MRI Bias Field Correction by Conditional Entropy Minimization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Surface Based Atlas Matching of the Brain Using Deformable Surfaces and Volumetric Finite Elements.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
Relative anatomical location for statistical non-parametric brain tissue classification in MR images.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Automatic segmentation of internal structures of the brain in MR images using a tandem of affine and non-rigid registration of an anatomical brain atlas.
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Fast nonrigid registration and model-based segmentation of 3D images using mutual information.
Proceedings of the Medical Imaging 2000: Image Processing, 2000
Proceedings of the 2000 International Conference on Image Processing, 2000
1999
Proceedings of the 1999 International Conference on Image Processing, 1999
Object-Based Coding of Volumetric Medical Data.
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Interactive DICOM image transmission and telediagnosis over the European ATM network.
IEEE Trans. Inf. Technol. Biomed., 1998
Model-Based Segmentation and Recognition of Anatomical Brain Structures in 3D MR Images.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998
1997
A queue-based region growing algorithm for accurate segmentation of multi-dimensional digital images.
Signal Process., 1997
1996
Proceedings of the Medical Imaging 1996: Image Processing, 1996
IMIS: A multi-platform software package for telediagnosis and 3D medical image processing.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1994
Proceedings of the Visualization in Biomedical Computing 1994, 1994
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994