2024
Distill-SODA: Distilling Self-Supervised Vision Transformer for Source-Free Open-Set Domain Adaptation in Computational Pathology.
IEEE Trans. Medical Imaging, May, 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
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (1/6).
Dataset, February, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (6/6).
Dataset, February, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (5/6).
Dataset, February, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (4/6).
Dataset, February, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (3/6).
Dataset, February, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (2/6).
Dataset, February, 2024
Windowed Radon Transform and Tensor Rank-1 Decomposition for Adaptive Beamforming in Ultrafast Ultrasound.
IEEE Trans. Medical Imaging, January, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (6/6).
Dataset, January, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (5/6).
Dataset, January, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (4/6).
Dataset, January, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (3/6).
Dataset, January, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (2/6).
Dataset, January, 2024
A KL Divergence-Based Loss for In Vivo Ultrafast Ultrasound Image Enhancement with Deep Learning: Dataset (1/6).
Dataset, January, 2024
An Inverse-Problem Approach to the Estimation of Despeckled and Deconvolved Images From Radio-Frequency Signals in Pulse-Echo Ultrasound.
IEEE Trans. Computational Imaging, 2024
What to align in multimodal contrastive learning?
CoRR, 2024
Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains.
CoRR, 2024
PIV3CAMS: a multi-camera dataset for multiple computer vision problems and its application to novel view-point synthesis.
CoRR, 2024
A Simple Framework for Open-Vocabulary Zero-Shot Segmentation.
CoRR, 2024
Uncertainty modeling for fine-tuned implicit functions.
CoRR, 2024
Multimodal Deep Learning-Based Prediction of Immune Checkpoint Inhibitor Efficacy in Brain Metastases.
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Proceedings of the Cancer Prevention, Detection, and Intervention - Third MICCAI Workshop, 2024
In-Silico Trained AI for Enhanced T2 Spectrum Imaging and Myelin Water Fraction Mapping in Preclinical 7T MRI.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Cross-Age and Cross-Site Domain Shift Impacts on Deep Learning-Based White Matter Fiber Estimation in Newborn and Baby Brains.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Comparing Steam and PGSE Diffusion MRI Signal of RAT Lymph Nodes Using In-Silico Simulations.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
Un-Mixing Test-Time Normalization Statistics: Combatting Label Temporal Correlation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Sequential CNN-Based Enhancement of Ultrafast Ultrasound Imaging for Sparse Arrays.
Proceedings of the 32nd European Signal Processing Conference, 2024
PPG-Based Sleep Staging Using SleepPPGNet: Extension to Wearables, Improvements, Limitations.
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Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 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.
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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
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
Neural Implicit Dense Semantic SLAM.
CoRR, 2023
Adaptive Similarity Bootstrapping for Self-Distillation.
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.
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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
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
CrOC: Cross-View Online Clustering for Dense Visual Representation Learning.
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.
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Proceedings of the Computing in Cardiology, 2023
A Comparative Study on Detecting Heart Beats in Photoplethysmography Signals in Presence of Various Cardiac Arrhythmias.
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Proceedings of the Computing in Cardiology, 2023
2022
CNN-Based Image Reconstruction Method for Ultrafast Ultrasound Imaging: Data.
Dataset, April, 2022
Insights from the IronTract challenge: Optimal methods for mapping brain pathways from multi-shell diffusion MRI.
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NeuroImage, 2022
Evaluating reproducibility and subject-specificity of microstructure-informed connectivity.
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NeuroImage, 2022
Hierarchical graph representations in digital pathology.
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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
Validation and Generalizability of Self-Supervised Image Reconstruction Methods for Undersampled MRI.
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CoRR, 2022
Cortical lesions, central vein sign, and paramagnetic rim lesions in multiple sclerosis: emerging machine learning techniques and future avenues.
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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
Adaptation of MobileNetV2 for Face Detection on Ultra-Low Power Platform.
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
Mental Flow Estimation Through Wearable EEG.
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.
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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
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.
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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.
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Medical Image Anal., 2021
Comparison of non-parametric T<sub>2</sub> relaxometry methods for myelin water quantification.
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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.
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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.
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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.
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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.
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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.
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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 14th International Conference on 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.
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NeuroImage, 2016
Surface-driven registration method for the structure-informed segmentation of diffusion MR images.
NeuroImage, 2016
Generative models of the human connectome.
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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.
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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.
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,
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.
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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.
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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.
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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
Morphological feature extraction for the classification of digital images of cancerous tissues.
IEEE Trans. Biomed. Eng., 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