Nikos Paragios
Orcid: 0000-0002-9668-4763
According to our database1,
Nikos Paragios
authored at least 295 papers
between 1996 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2011, "For contributions to continuous and discrete inference in computer vision".
Timeline
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Online presence:
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Bibliography
2024
Pattern Recognit., 2024
The STOIC2021 COVID-19 AI challenge: Applying reusable training methodologies to private data.
Medical Image Anal., 2024
XSynthMorph: Generative-Guided Deformation for Unsupervised Ill-Posed Volumetric Recovery.
Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
ToNNO: Tomographic Reconstruction of a Neural Network's Output for Weakly Supervised Segmentation of 3D Medical Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Artificial Intelligence in Medicine - 22nd International Conference, 2024
2023
Single-timepoint low-dimensional characterization and classification of acute versus chronic multiple sclerosis lesions using machine learning.
NeuroImage, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Differentiable Gamma Index-Based Loss Functions: Accelerating Monte-Carlo Radiotherapy Dose Simulation.
Proceedings of the Information Processing in Medical Imaging, 2023
2022
Joint Deformable Image Registration and ADC Map Regularization: Application to DWI-Based Lymphoma Classification.
IEEE J. Biomed. Health Informatics, 2022
COMBING: Clustering in Oncology for Mathematical and Biological Identification of Novel Gene Signatures.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
Medical Image Anal., 2021
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network.
CoRR, 2021
Sparse convolutional context-aware multiple instance learning for whole slide image classification.
CoRR, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Self-Supervised Representation Learning using Visual Field Expansion on Digital Pathology.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the MICCAI Workshop on Computational Pathology, 2021
SparseConvMIL: Sparse Convolutional Context-Aware Multiple Instance Learning for Whole Slide Image Classification.
Proceedings of the MICCAI Workshop on Computational Pathology, 2021
2020
Frontiers Comput. Neurosci., 2020
AI-Driven CT-based quantification, staging and short-term outcome prediction of COVID-19 pneumonia.
CoRR, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels.
Proceedings of the Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, 2020
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
Brain Tumor Segmentation with Self-ensembled, Deeply-Supervised 3D U-Net Neural Networks: A BraTS 2020 Challenge Solution.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2020
2019
IEEE J. Biomed. Health Informatics, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Gene Expression High-Dimensional Clustering Towards a Novel, Robust, Clinically Relevant and Highly Compact Cancer Signature.
Proceedings of the Bioinformatics and Biomedical Engineering, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
Deep patch-based priors under a fully convolutional encoder-decoder architecture for interstitial lung disease segmentation.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Stacked Encoder-Decoders for Accurate Semantic Segmentation of Very High Resolution Satellite Datasets.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017
Int. J. Comput. Vis., 2017
EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation.
CoRR, 2017
Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017
Integrating edge/boundary priors with classification scores for building detection in very high resolution data.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
2016
Graph-Based Registration, Change Detection, and Classification in Very High Resolution Multitemporal Remote Sensing Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Medical Image Anal., 2016
Int. J. Comput. Vis., 2016
(Hyper)-Graphs Inference through Convex Relaxations and Move Making Algorithms: Contributions and Applications in Artificial Vision.
Found. Trends Comput. Graph. Vis., 2016
Comparison of Multi-resolution Analysis Patterns for Texture Classification of Breast Tumors Based on DCE-MRI.
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging, 2016
A Machine Learning Methodology for Enzyme Functional Classification Combining Structural and Protein Sequence Descriptors.
Proceedings of the Bioinformatics and Biomedical Engineering, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Simultaneous registration, segmentation and change detection from multisensor, multitemporal satellite image pairs.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Deformable group-wise registration using a physiological model: Application to diffusion-weighted MRI.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Optimal Estimation of Diffusion in DW-MRI by High-Order MRF-Based Joint Deformable Registration and Diffusion Modeling.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016
2015
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Guest Editors' Introduction: Special Section on Higher Order Graphical Models in Computer Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2015
Slice-to-volume deformable registration: efficient one-shot consensus between plane selection and in-plane deformation.
Int. J. Comput. Assist. Radiol. Surg., 2015
Graph-Based Motion-Driven Segmentation of the Carotid Atherosclerotique Plaque in 2D Ultrasound Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Implicit planar and in-plane deformable mapping in medical images through high order graphs.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Building detection in very high resolution multispectral data with deep learning features.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Simultaneous registration and change detection in multitemporal, very high resolution remote sensing data.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015
2014
An Explicit Shape-Constrained MRF-Based Contour Evolution Method for 2-D Medical Image Segmentation.
IEEE J. Biomed. Health Informatics, 2014
Concurrent tumor segmentation and registration with uncertainty-based sparse non-uniform graphs.
Medical Image Anal., 2014
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Efficient and Automated Multimodal Satellite Data Registration through MRFs and Linear Programming.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the British Machine Vision Conference, 2014
2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
Int. J. Comput. Vis., 2013
Markov Random Field modeling, inference & learning in computer vision & image understanding: A survey.
Comput. Vis. Image Underst., 2013
CoRR, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Sparse Classification with MRI Based Markers for Neuromuscular Disease Categorization.
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach.
Proceedings of the IEEE International Conference on Computer Vision, 2013
Uncertainty-Driven Efficiently-Sampled Sparse Graphical Models for Concurrent Tumor Segmentation and Atlas Registration.
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2013
Proceedings of the Shape Perception in Human and Computer Vision, 2013
2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Similarity-Based Appearance-Prior for Fitting a Subdivision Mesh in Gene Expression Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Manifold-constrained embeddings for the detection of white matter lesions in brain MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Graph-based guide-wire segmentation through fusion of contrast-enhanced and fluoroscopic images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Automatic skeletal muscle segmentation through random walks and graph-based seed placement.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Image contextual representation and matching through hierarchies and higher order graphs.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Parameter-free/Pareto-driven procedural 3D reconstruction of buildings from ground-level sequences.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
Proceedings of the British Machine Vision Conference, 2012
Proceedings of the Computer Vision - ACCV 2012, 2012
Proceedings of the 2012 Second International Conference on 3D Imaging, 2012
2011
IEEE Trans. Medical Imaging, 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
IEEE Trans. Pattern Anal. Mach. Intell., 2011
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting.
Medical Image Anal., 2011
Learning deformation and structure simultaneously: In situ endograft deformation analysis.
Medical Image Anal., 2011
Automatic inference of articulated spine models in CT images using high-order Markov Random Fields.
Medical Image Anal., 2011
Int. J. Comput. Vis., 2011
Special issue on Optimization for vision, graphics and medical imaging: Theory and applications.
Comput. Vis. Image Underst., 2011
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2011
Pose-Invariant 3D Proximal Femur Estimation through Bi-planar Image Segmentation with Hierarchical Higher-Order Graph-Based Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Tagged cardiac MR image segmentation using boundary & regional-support and graph-based deformable priors.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Curvilinear structures extraction in cluttered bioimaging data with discrete optimization methods.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Landmark-based segmentation of lungs while handling partial correspondences using sparse graph-based priors.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors.
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Illumination estimation and cast shadow detection through a higher-order graphical model.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
3D Model-based Reconstruction of the Proximal Femur from Low-dose Biplanar X-Ray Images.
Proceedings of the British Machine Vision Conference, 2011
2010
IEEE Trans. Image Process., 2010
IEEE Trans. Geosci. Remote. Sens., 2010
Linear intensity-based image registration by Markov random fields and discrete optimization.
Medical Image Anal., 2010
Comput. Vis. Image Underst., 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Nonlinear Embedding towards Articulated Spine Shape Inference Using Higher-Order MRFs.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Guide-Wire Extraction through Perceptual Organization of Local Segments in Fluoroscopic Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Bioluminescence enhancement through fusion of optical imaging and cinematic video flow.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Image transport regression using mixture of experts and discrete Markov random fields.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Multimodal inference of articulated spine models from higher order energy functions of discrete MRFS.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the Trends and Topics in Computer Vision, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Data fusion through cross-modality metric learning using similarity-sensitive hashing.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection.
IEEE Trans. Geosci. Remote. Sens., 2009
Registration with Uncertainties and Statistical Modeling of Shapes with Variable Metric Kernels.
IEEE Trans. Pattern Anal. Mach. Intell., 2009
Int. J. Comput. Vis., 2009
Corrigendum to "Discrete optimization in computer vision" [Comput. Vis. Image Understanding 112 (2008) 1-2].
Comput. Vis. Image Underst., 2009
Comput. Vis. Image Underst., 2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
Graphical Models and Deformable Diffeomorphic Population Registration Using Global and Local Metrics.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Advances in Visual Computing, 5th International Symposium, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Clustering of the Human Skeletal Muscle Fibers Using Linear Programming and Angular Hilbertian Metrics.
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 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
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the Bildverarbeitung für die Medizin 2009: Algorithmen - Systeme, 2009
2008
Medical Image Anal., 2008
Int. J. Comput. Vis., 2008
Performance vs computational efficiency for optimizing single and dynamic MRFs: Setting the state of the art with primal-dual strategies.
Comput. Vis. Image Underst., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Spatiotemporal Decomposition in Object-Space along Reconstruction in Emission Tomography.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Support vector driven Markov random fields towards DTI segmentation of the human skeletal muscle.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Conjoint use of coded-aperture collimators and MLEM algorithm: Towards large blood vessels reconstruction at 511 KEV.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008
Finger-spelling recognition within a collaborative segmentation/behavior inference framework.
Proceedings of the 2008 16th European Signal Processing Conference, 2008
Proceedings of the Computer Vision, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the Bildverarbeitung für die Medizin 2008, 2008
2007
Comput. Vis. Image Underst., 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
Uniform and Textured Regions Separation in Natural Images Towards MPM Adaptive Denoising.
Proceedings of the Scale Space and Variational Methods in Computer Vision, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
4D Ventricular Segmentation and Wall Motion Estimation Using Efficient Discrete Optimization.
Proceedings of the Advances in Visual Computing, Third International Symposium, 2007
Comparing morphological levelings constrained by different markers.
Proceedings of the 8th ISMM 2007: Rio de Janeiro, Brazil - Volume 1, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Locally Adaptive Autoregressive Active Models for Segmentation of 3d Anatomical Structures.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Inter and Intra-modal Deformable Registration: Continuous Deformations Meet Efficient Optimal Linear Programming.
Proceedings of the Information Processing in Medical Imaging, 2007
Proceedings of the Information Processing in Medical Imaging, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the International Conference on Image Processing, 2007
From Uncertainties to Statistical Model Building and Segmentation of the Left Ventricle.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
Proceedings of the Artifical Intelligence for Human Computing, 2007
2006
Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations.
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Editorial: Special Issue on Vision and Medical Imaging Activities at Siemens Corporate Research.
Int. J. Comput. Vis., 2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006
Uncertainties-driven Surface Morphing: The case of Photo-realistic Transitions between Facial Expressions.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Globally Optimal Active Contours, Sequential Monte Carlo and On-Line Learning for Vessel Segmentation.
Proceedings of the Computer Vision, 2006
Proceedings of the Computer Vision, 2006
Proceedings of the British Machine Vision Conference 2006, 2006
Proceedings of the Statistics and Analysis of Shapes, 2006
Proceedings of the Handbook of Mathematical Models in Computer Vision, 2006
2005
Comput. Vis. Image Underst., 2005
Uncertainty-Driven Non-parametric Knowledge-Based Segmentation: The Corpus Callosum Case.
Proceedings of the Variational, 2005
Proceedings of the Variational, 2005
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
Modelling Shapes with Uncertainties: Higher Order Polynomials, Variable Bandwidth Kernels and Non Parametric Density Estimation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005
Proceedings of the Energy Minimization Methods in Computer Vision and Pattern Recognition, 2005
Fast Illumination-Invariant Background Subtraction Using Two Views: Error Analysis, Sensor Placement and Applications.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
Registration of 3D Angiographic and X-Ray Images Using Sequential Monte Carlo Sampling.
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Border Detection on Short Axis Echocardiographic Views Using a Region Based Ellipse-Driven Framework.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2004, 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the 2004 International Conference on Image Processing, 2004
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004
2003
Shape-driven Knowledge-based Segmentation and Tracking in Medical Image Analysis Accept with Revisions.
IEEE Trans. Medical Imaging, 2003
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Establishing Local Correspondences towards Compact Representations of Anatomical Structures.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2003
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
2002
Geodesic Active Regions: A New Framework to Deal with Frame Partition Problems in Computer Vision.
J. Vis. Commun. Image Represent., 2002
Int. J. Comput. Vis., 2002
A Variational Approach for the Segmentation of the Left Ventricle in Cardiac Image Analysis.
Int. J. Comput. Vis., 2002
Guest Editorial: Special Issue on Variational and Level Set Methods in Computer Vision.
Int. J. Comput. Vis., 2002
Knowledge-based Registration & Segmentation of the Left Ventricle: A Level Set Approach.
Proceedings of the 6th IEEE Workshop on Applications of Computer Vision (WACV 2002), 2002
Matching Distance Functions: A Shape-to-Area Variational Approach for Global-to-Local Registration.
Proceedings of the Computer Vision, 2002
2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001
2000
Corrections to 'Geodesic Active Contours and Level Sets for the Detection and Tracking of Moving Objects'.
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Geodesic Active Contours and Level Sets for the Detection and Tracking of Moving Objects.
IEEE Trans. Pattern Anal. Mach. Intell., 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
1999
Signal Process. Image Commun., 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the International Conference on Computer Vision, 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999
1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
1997
Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997
1996
Proceedings of the 13th International Conference on Pattern Recognition, 1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996