Sonka, M.[Milan]
* 1993: Image Processing, Analysis, and Machine Vision
* 1995: Tree pruning strategy in automated detection of coronary trees in cineangiograms
* 1996: Fully Parallel 3D Thinning Algorithm and Its Applications, A
* 1996: Knowledge-based interpretation of MR brain images
* 1996: Rule-based detection of intrathoracic airway trees
* 1997: Adaptive approach to accurate analysis of small-diameter vessels in cineangiograms
* 1997: improved active shape model: Handling occlusion and outliers, An
* 1997: Local Three-Dimensional Shape-Preserving Smoothing without Shrinkage
* 1999: Geometrically correct 3-D reconstruction of intravascular ultrasound images by fusion with biplane angiography-methods and validation
* 2000: Analysis of Volumetric Images
* 2000: Anatomical Modeling with Fuzzy Implicit Surface Templates: Application to Automated Localization of the Heart and Lungs in Thoracic MR Volumes
* 2000: Directional 3D Edge Detection in Anisotropic Data: Detector Design and Performance Assessment
* 2000: Object localization and border detection criteria design in edge-based image segmentation: automated learning from examples
* 2001: Multistage hybrid active appearance model matching: segmentation of left and right ventricles in cardiac MR images
* 2001: Shape- and Appearance-based Segmentation of Volumetric Medical Images
* 2002: 3-D active appearance models: segmentation of cardiac MR and ultrasound images
* 2002: Automated analysis of brachial ultrasound image sequences: early detection of cardiovascular disease via surrogates of endothelial function
* 2002: Automatic segmentation of echocardiographic sequences by active appearance motion models
* 2002: Image processing and analysis in drug discovery and clinical trials
* 2004: Globally optimal segmentation of interacting surfaces with geometric constraints
* 2004: Interactive Virtual Endoscopy in Coronary Arteries Based on Multimodality Fusion
* 2005: Intrathoracic airway trees: segmentation and airway morphology analysis from low-dose CT scans
* 2005: Matching and anatomical labeling of human airway tree
* 2005: Robust Active Appearance Models and Their Application to Medical Image Analysis
* 2006: Automated 4D Segmentation of Aortic Magnetic Resonance Images
* 2006: Automated contour detection in X-ray left ventricular angiograms using multiview active appearance models and dynamic programming
* 2006: Detection of Connective Tissue Disorders from 3D Aortic MR Images Using Independent Component Analysis
* 2006: MDCT-Based 3-D Texture Classification of Emphysema and Early Smoking Related Lung Pathologies
* 2006: Optimal Surface Segmentation in Volumetric Images: A Graph-Theoretic Approach
* 2008: Globally optimal surface segmentation using regional properties of segmented objects
* 2008: Image Processing, Analysis, and Machine Vision
* 2008: Intraretinal Layer Segmentation of Macular Optical Coherence Tomography Images Using Optimal 3-D Graph Search
* 2009: Automated 3-D Intraretinal Layer Segmentation of Macular Spectral-Domain Optical Coherence Tomography Images
* 2009: Electric Field Theory Motivated Graph Construction for Optimal Medical Image Segmentation
* 2009: Optimal multiple surfaces searching for video/image resizing: A graph-theoretic approach
* 2010: 4-D Cardiac MR Image Analysis: Left and Right Ventricular Morphology and Function
* 2010: LOGISMOS: Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces: Cartilage Segmentation in the Knee Joint
* 2010: Motion Artifact Reduction in 4D Helical CT: Graph-Based Structure Alignment
* 2010: Multi-scale Topo-morphometric Opening of Arteries and Veins: An Evaluative Study via Pulmonary CT Imaging
* 2010: Optimal multiple-seams search for image resizing with smoothness and shape prior
* 2010: Segmentation of the Optic Disc in 3-D OCT Scans of the Optic Nerve Head
* 2010: Simultaneous searching of globally optimal interacting surfaces with shape priors
* 2010: Three-Dimensional Analysis of Retinal Layer Texture: Identification of Fluid-Filled Regions in SD-OCT of the Macula
* 2010: Topomorphologic Separation of Fused Isointensity Objects via Multiscale Opening: Separating Arteries and Veins in 3-D Pulmonary CT
* 2011: Faster Segmentation Algorithm for Optical Coherence Tomography Images with Guaranteed Smoothness
* 2011: Feature guided motion artifact reduction with structure-awareness in 4D CT images
* 2011: Region Detection by Minimizing Intraclass Variance With Geometric Constraints, Global Optimality, and Efficient Approximation
* 2011: Vessel Boundary Delineation on Fundus Images Using Graph-Based Approach
* 2012: Three-Dimensional Segmentation of Fluid-Associated Abnormalities in Retinal OCT: Probability Constrained Graph-Search-Graph-Cut
* 2013: Graph-Based IVUS Segmentation With Efficient Computer-Aided Refinement
* 2013: Optimal Graph Search Based Segmentation of Airway Tree Double Surfaces Across Bifurcations
* 2013: Optimal Multiple Surface Segmentation With Shape and Context Priors
* 2014: LOGISMOS-B: Layered Optimal Graph Image Segmentation of Multiple Objects and Surfaces for the Brain
* 2014: Multi-Surface and Multi-Field Co-Segmentation of 3-D Retinal Optical Coherence Tomography
* 2015: Automated 3-D Retinal Layer Segmentation of Macular Optical Coherence Tomography Images With Serous Pigment Epithelial Detachments
* 2015: Simultaneous Registration of Location and Orientation in Intravascular Ultrasound Pullbacks Pairs Via 3D Graph-Based Optimization
* 2015: Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data
* 2016: Hedgehog Shape Priors for Multi-Object Segmentation
* 2017: Efficient Optimization for Hierarchically-Structured Interacting Segments (HINTS)
* 2018: Learning-Based Cost Functions for 3-D and 4-D Multi-Surface Multi-Object Segmentation of Knee MRI: Data From the Osteoarthritis Initiative
* 2018: Predicting Locations of High-Risk Plaques in Coronary Arteries in Patients Receiving Statin Therapy
* 2021: Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image Classification
* 2024: PHG-Net: Persistent Homology Guided Medical Image Classification*
Includes: Sonka, M.[Milan] Sonka, M.
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Sonkar, S.[Siddhant]
* 2015: Generation of synthetic training data for handwritten Indic script recognition
Sonke, B.[Bonaventure]
* 2020: Airborne Lidar Sampling Pivotal for Accurate Regional AGB Predictions from Multispectral Images in Forest-Savanna Landscapes
* 2022: Monitoring vegetation dynamics with open earth observation tools: the case of fire-modulated savanna to forest transitions in Central Africa
Includes: Sonke, B.[Bonaventure] Sonké, B.[Bonaventure]
Sonke, J.J.[Jan Jakob]
* 2022: Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation
* 2022: Recurrent Variational Network: A Deep Learning Inverse Problem Solver applied to the task of Accelerated MRI Reconstruction
* 2023: Memory-augmented Variational Adaptation for Online Few-shot Segmentation
Includes: Sonke, J.J.[Jan Jakob] Sonke, J.J.[Jan-Jakob]