Jean-Philippe Thiran

Affiliations:
  • Swiss Federal Institute of Technology in Lausanne, Switzerland


According to our database1, Jean-Philippe Thiran authored at least 330 papers between 1994 and 2022.

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Bibliography

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

Hierarchical graph representations in digital pathology.
Medical Image Anal., 2022

Self-rule to multi-adapt: Generalized multi-source feature learning using unsupervised domain adaptation for colorectal cancer tissue detection.
Medical Image Anal., 2022

Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform.
CoRR, 2022

ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification.
CoRR, 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

Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Mental Flow Estimation Through Wearable EEG.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation.
IEEE Trans. Medical Imaging, 2021

CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking.
IEEE Trans. Medical Imaging, 2021

Tractography dissection variability: What happens when 42 groups dissect 14 white matter bundles on the same dataset?
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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

Model-informed machine learning for multi-component T2 relaxometry.
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

A spline-based spatial impulse response simulator.
CoRR, 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

Self-Taught Semi-Supervised Anomaly Detection On Upper Limb X-Rays.
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

Quantifying Explainers of Graph Neural Networks in Computational Pathology.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
ExprADA: Adversarial domain adaptation for facial expression analysis.
Pattern Recognit., 2020

Adaptive phase correction of diffusion-weighted images.
NeuroImage, 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

Benefiting from multitask learning to improve single image super-resolution.
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

Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning.
CoRR, 2020

CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging.
CoRR, 2020

Benefitting from Bicubically Down-Sampled Images for Learning Real-World Image Super-Resolution.
CoRR, 2020

Towards Explainable Graph Representations in Digital Pathology.
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

Automated Detection of Cortical Lesions in Multiple Sclerosis Patients with 7T MRI.
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

SALAD: Self-supervised Aggregation Learning for Anomaly Detection on X-Rays.
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
A Physical Model of Nonstationary Blur in Ultrasound Imaging.
IEEE Trans. Computational Imaging, 2019

Joint Sparsity With Partially Known Support and Application to Ultrasound Imaging.
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

Learn to synthesize and synthesize to learn.
Comput. Vis. Image Underst., 2019

Informative sample generation using class aware generative adversarial networks for classification of chest Xrays.
Comput. Vis. Image Underst., 2019

Revisiting Few-Shot Learning for Facial Expression Recognition.
CoRR, 2019

edGNN: a Simple and Powerful GNN for Directed Labeled Graphs.
CoRR, 2019

Robust T2 Relaxometry With Hamiltonian MCMC for Myelin Water Fraction Estimation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Spatially Varying Monte Carlo Sure for the Regularization of Biomedical Images.
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

Learning Global Brain Microstructure Maps Using Trainable Sparse Encoders.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents.
Proceedings of the 2nd International Workshop on Open Services and Tools for Document Analysis, 2019

SROBB: Targeted Perceptual Loss for Single Image Super-Resolution.
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

Real-Time Textureless-Region Tolerant High-Resolution Depth Estimation System.
Proceedings of the 22nd Euromicro Conference on Digital System Design, 2019

Exploring Factors for Improving Low Resolution Face Recognition.
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

Image-Level Attentional Context Modeling Using Nested-Graph Neural Networks.
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

Pulse-Stream Models in Time-of-Flight Imaging.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Face Frontalization for Cross-Pose Facial Expression Recognition.
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

A Regression-Based User Calibration Framework for Real-Time Gaze Estimation.
IEEE Trans. Circuits Syst. Video Technol., 2017

A Versatile Noise Performance Metric for Electrical Impedance Tomography Algorithms.
IEEE Trans. Biomed. Eng., 2017

Efficient Sample Delay Calculation for 2-D and 3-D Ultrasound Imaging.
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

Robust Real-Time Multi-View Eye Tracking.
CoRR, 2017

Towards an Automated Segmentation of the Ventro-Intermediate Thalamic Nucleus.
Proceedings of the Computer Assisted and Robotic Endoscopy and Clinical Image-Based Procedures, 2017

A Computer Vision System to Localize and Classify Wastes on the Streets.
Proceedings of the Computer Vision Systems - 11th International Conference, 2017

Learning the weight matrix for sparsity averaging in compressive imaging.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

1024-Channel 3D ultrasound digital beamformer in a single 5W FPGA.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

Single-FPGA complete 3D and 2D medical ultrasound imager.
Proceedings of the 2017 Conference on Design and Architectures for Signal and Image Processing, 2017

Live demonstration: Inexpensive 1024-channel 3D telesonography system on FPGA.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2017

Inexpensive 1024-channel 3D telesonography system on FPGA.
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

Combining Multiple Views for Visual Speech Recognition.
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

Comparison of accelerated T1-weighted whole-brain structural-imaging protocols.
NeuroImage, 2016

Surface-driven registration method for the structure-informed segmentation of diffusion MR images.
NeuroImage, 2016

Generative models of the human connectome.
NeuroImage, 2016

Compressed delay-and-sum beamforming for ultrafast ultrasound imaging.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Single-FPGA 3D ultrasound beamformer.
Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Single-FPGA, scalable, low-power, and high-quality 3D ultrasound beamformer.
Proceedings of the 26th International Conference on Field Programmable Logic and Applications, 2016

Sparse regularization methods in ultrafast ultrasound imaging.
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

Non-invasive monitoring of pulmonary artery pressure at the bedside.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Demo: Efficient delay and apodization for on-FPGA 3D ultrasound.
Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016

Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

2015
COMMIT: Convex Optimization Modeling for Microstructure Informed Tractography.
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

Towards Convenient Calibration for Cross-Ratio Based Gaze Estimation.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Automatic brain extraction in fetal MRI using multi-atlas-based segmentation.
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

Robust gaze estimation based on adaptive fusion of multiple cameras.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Discriminant multi-label manifold embedding for facial Action Unit detection.
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

Structured sparsity through reweighting and application to diffusion MRI.
Proceedings of the 23rd European Signal Processing Conference, 2015

Towards robust cascaded regression for face alignment in the wild.
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

Harmonic Active Contours.
IEEE Trans. Image Process., 2014

Surface Reconstruction From Microscopic Images in Optical Lithography.
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

MBIS: Multivariate Bayesian Image Segmentation tool.
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

Efficient Total Variation Algorithm for Fetal Brain MRI Reconstruction.
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

Non-linear low-rank and sparse representation for hyperspectral image analysis.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Detecting emotional stress from facial expressions for driving safety.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Sparsity in tensor optimization for optical-interferometric imaging.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Understanding the Genesis of Cardiac Signals in Electrical Impedance Tomography.
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
Sparse Image Reconstruction on the Sphere: Implications of a New Sampling Theorem.
IEEE Trans. Image Process., 2013

Enhanced Compressed Sensing Recovery With Level Set Normals.
IEEE Trans. Image Process., 2013

Semi-Supervised Novelty Detection Using SVM Entire Solution Path.
IEEE Trans. Geosci. Remote. Sens., 2013

Sample and Pixel Weighting Strategies for Robust Incremental Visual Tracking.
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

Sparse Reverberant Audio Source Separation via Reweighted Analysis.
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

Sparsity Averaging for Compressive Imaging.
IEEE Signal Process. Lett., 2013

Comparing connectomes across subjects and populations at different scales.
NeuroImage, 2013

Structural connectomics in brain diseases.
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

A convex optimization framework for global tractography.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Multiple Local Curvature Gabor Binary Patterns for Facial Action Recognition.
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

Direct detection of small motion from dynamic computed tomography images.
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
Spread Spectrum Magnetic Resonance Imaging.
IEEE Trans. Medical Imaging, 2012

Efficient Algorithm for Level Set Method Preserving Distance Function.
IEEE Trans. Image Process., 2012

On Dynamic Stream Weighting for Audio-Visual Speech Recognition.
IEEE Trans. Speech Audio Process., 2012

A multi-center study: Intra-scan and inter-scan variability of diffusion spectrum imaging.
NeuroImage, 2012

Scale Invariant Feature Transform on the Sphere: Theory and Applications.
Int. J. Comput. Vis., 2012

Multi-pose lipreading and audio-visual speech recognition.
EURASIP J. Adv. Signal Process., 2012

Computing effective properties of random heterogeneous materials on heterogeneous parallel processors.
Comput. Phys. Commun., 2012

Sparse signal reconstruction on the sphere: implications of a new sampling theorem
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

Binary Active Contours using both inside and outside texture descriptors.
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

Musical Audio Source Separation Based on User-Selected F0 Track.
Proceedings of the Latent Variable Analysis and Signal Separation, 2012

2011
Geodesic Active Fields - A Geometric Framework for Image Registration.
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

Sampling theorems and compressive sensing on the sphere
CoRR, 2011

Implications for compressed sensing of a new sampling theorem on the sphere
CoRR, 2011

Stereo Vision Matching over Single-channel Color-based Segmentation.
Proceedings of the SIGMAP 2011, 2011

Event-driven Scheduling for Parallel Stream Processing.
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

Comparison of energy minimization methods for 3-D brain tissue classification.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Towards a diffusion image processing validation and accuracy prediction framework.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Harmonic active contours for multichannel image segmentation.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Sparse non-negative decomposition of speech power spectra for formant tracking.
Proceedings of the IEEE International Conference on Acoustics, 2011

Multipose audio-visual speech recognition.
Proceedings of the 19th European Signal Processing Conference, 2011

2010
Information theoretic combination of pattern classifiers.
Pattern Recognit., 2010

Modelling human perception of static facial expressions.
Image Vis. Comput., 2010

Overcoming asynchrony in Audio-Visual Speech Recognition.
Proceedings of the 2010 IEEE International Workshop on Multimedia Signal Processing, 2010

Spread spectrum for compressed sensing techniques in magnetic resonance imaging.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Geodesic Active Fields on the Sphere.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Spread spectrum for interferometric and magnetic resonance imaging.
Proceedings of the IEEE International Conference on Acoustics, 2010

Class-specific classifiers in audio-visual speech recognition.
Proceedings of the 18th European Signal Processing Conference, 2010

2009
A Review of Tensors and Tensor Signal Processing.
Proceedings of the Tensors in Image Processing and Computer Vision, 2009

Information theoretic feature extraction for audio-visual speech recognition.
IEEE Trans. Signal Process., 2009

A Scale-Space of Cortical Feature Maps.
IEEE Signal Process. Lett., 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

Cooperative Object Segmentation and Behavior Inference in Image Sequences.
Int. J. Comput. Vis., 2009

Semi-supervised Segmentation Based on Non-local Continuous Min-Cut.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2009

User-constrained guidewire localization in fluoroscopy.
Proceedings of the Medical Imaging 2009: Image Processing, 2009

Selecting relevant visual features for speechreading.
Proceedings of the International Conference on Image Processing, 2009

Non-Euclidean image-adaptive Radial Basis Functions for 3D interactive segmentation.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Multimodal speaker localization from omnidirectional videos.
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
Analysis of Head-Mounted Wireless Camera Videos for Early Diagnosis of Autism.
Proceedings of the Computer Recognition Systems 2, 2008

Extraction of Audio Features Specific to Speech Production for Multimodal Speaker Detection.
IEEE Trans. Multim., 2008

A Surface-Based Approach to Quantify Local Cortical Gyrification.
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

Dynamic modality weighting for multi-stream hmms inaudio-visual speech recognition.
Proceedings of the 10th International Conference on Multimodal Interfaces, 2008

Shape prior based on statistical map for active contour segmentation.
Proceedings of the International Conference on Image Processing, 2008

Modelling human perception of static facial expressions.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

Fast bias field correction for 9.4 tesla magnetic resonance imaging.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Fast multi-view face tracking with pose estimation.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

Using entropy as a stream reliability estimate for audio-visual speech recognition.
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

Brain surface segmentation of Magnetic Resonance images of the fetus.
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

Fast texture segmentation model based on the shape operator and active contour.
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

Scale Space Analysis and Active Contours for Omnidirectional Images.
IEEE Trans. Image Process., 2007

Mixtures of boosted classifiers for frontal face detection.
Signal Image Video Process., 2007

A level set method for segmentation of the thalamus and its nuclei in DT-MRI.
Signal Process., 2007

Face detection with boosted Gaussian features.
Pattern Recognit., 2007

Fast Global Minimization of the Active Contour/Snake Model.
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

Relevant Feature Selection for Audio-Visual Speech Recognition.
Proceedings of the IEEE 9th Workshop on Multimedia Signal Processing, 2007

An interactive toolbox for atlas-based segmentation and coding of volumetric images.
Proceedings of the Medical Imaging 2007: Image Processing, 2007

Information Theoretic Combination of Classifiers with Application to AdaBoost.
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

Active contours and information theory for supervised segmentation on scalar images.
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

Low-dimensional motion features for audio-visual speech recognition.
Proceedings of the 15th European Signal Processing Conference, 2007

Joint Object Segmentation and Behavior Classification in Image Sequences.
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

Counting Pedestrians in Video Sequences Using Trajectory Clustering.
IEEE Trans. Circuits Syst. Video Technol., 2006

Fibertract segmentation in position orientation space from high angular resolution diffusion MRI.
NeuroImage, 2006

Matching pursuit-based shape representation and recognition using scale-space.
Int. J. Imaging Syst. Technol., 2006

Multiscale Active Contours.
Int. J. Comput. Vis., 2006

A Variational Model for Object Segmentation Using Boundary Information and Shape Prior Driven by the Mumford-Shah Functional.
Int. J. Comput. Vis., 2006

Behavioral Priors for Detection and Tracking of Pedestrians in Video Sequences.
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

Image Segmentation Model using Active Contour and Image Decomposition.
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

Multimodal speaker localization in a probabilistic framework.
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

Mutual information eigenlips for audio-visual speech recognition.
Proceedings of the 14th European Signal Processing Conference, 2006

Discrete Choice Models for Static Facial Expression Recognition.
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

From error probability to information theoretic (multi-modal) signal processing.
Signal Process., 2005

Kernel matching pursuit for large datasets.
Pattern Recognit., 2005

Segmentation of brain structures in presence of a space-occupying lesion.
NeuroImage, 2005

White matter fiber tract segmentation in DT-MRI using geometric flows.
Medical Image Anal., 2005

Monte Carlo video text segmentation.
Int. J. Pattern Recognit. Artif. Intell., 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

Region-based satellite image classification: method and validation.
Proceedings of the 2005 International Conference on Image Processing, 2005

Atlas-based segmentation of medical images locally constrained by level sets.
Proceedings of the 2005 International Conference on Image Processing, 2005

Combining SVMS for face class modeling.
Proceedings of the 13th European Signal Processing Conference, 2005

Medical images registration with a hierarchical atlas.
Proceedings of the 13th European Signal Processing Conference, 2005

Audio-visual speech recognition with a hybrid SVM-HMM system.
Proceedings of the 13th European Signal Processing Conference, 2005

A multimodal approach to extract optimized audio features for speaker detection.
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

Real-Time Treatment Planning Optimisation for Brachytherapy.
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 recognition using higher-order local autocorrelation coefficients.
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

Mixture of SVMs for Face Class Modeling.
Proceedings of the Machine Learning for Multimodal Interaction, 2004

On Performance Evaluation of Face Detection and Localization Algorithms.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Supervised Nonparametric Information Theoretic Classification.
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

Face Class Modeling Using Mixture of SVMs.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

Multi-object tracking using the particle filter algorithm on the top-view plan.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
3D Encoding/2D Decoding of Medical Data.
IEEE Trans. Medical Imaging, 2003

In Apologiam - rules of the game and plagiarism.
Signal Process., 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

Simultaneous registration and bias-correction of intra-operative MR images.
Proceedings of the Medical Imaging 2003: Image Processing, 2003

An Open Internet Platform to Distributed Image Processing applied to Dermoscopy.
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

A New Brain Segmentation Framework.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003

Atlas-based segmentation of pathological brain MR images.
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

White Matter Mapping in DT-MRI Using Geometric Flows.
Proceedings of the Computer Aided Systems Theory, 2003

Face Detection Using an SVM Trained in Eigenfaces Space.
Proceedings of the Audio-and Video-Based Biometrie Person Authentication, 2003

The BANCA Database and Evaluation Protocol.
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
Lossy to lossless object-based coding of 3-D MRI data.
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

Atlas-Based Segmentation of Pathological Brains Using a Model of Tumor Growth.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002

PCA in Autocorrelation Space.
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

Variational Image Segmentation by Unifying Region and Boundary Information.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Geometric Moments in Scale-Spaces.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Feature space mutual information in speech-video sequences.
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

Affine Registration with Feature Space Mutual Information.
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

Higher order autocorrelations for pattern classification.
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

Shot boundary detection with mutual information.
Proceedings of the 2001 International Conference on Image Processing, 2001

Text Identification in Complex Background Using SVM.
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

Multirate Coding of 3D Medical Data.
Proceedings of the 2000 International Conference on Image Processing, 2000

1999
A Parametric Hybrid Model Used for Multidimensional Object Representation.
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
Automatic registration of 3D MR images with a computerized brain atlas.
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

Morphological registration of 3D medical images.
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996

1994
Automatic recognition of cancerous cells using mathematical morphology.
Proceedings of the Visualization in Biomedical Computing 1994, 1994

Morphological Classification of Cancerous Cells.
Proceedings of the Proceedings 1994 International Conference on Image Processing, 1994


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