Standout Papers
Citation Impact
Citing Papers
Message-passing algorithms for compressed sensing
2009 Standout
A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems
2009 Standout
Variational Message Passing
2005
An overview of full-waveform inversion in exploration geophysics
2009 Standout
ESUR prostate MR guidelines 2012
2012 Standout
Stereo Matching with Color-Weighted Correlation, Hierarchical Belief Propagation, and Occlusion Handling
2009
Sparse Subspace Clustering: Algorithm, Theory, and Applications
2013 Standout
Stereo Processing by Semiglobal Matching and Mutual Information
2007 Standout
Minimization of Region-Scalable Fitting Energy for Image Segmentation
2008 Standout
A survey of MRI-based medical image analysis for brain tumor studies
2013 Standout
Assessment of Biologic Aggressiveness of Prostate Cancer: Correlation of MR Signal Intensity with Gleason Grade after Radical Prostatectomy
2007
Intensity non-uniformity correction in MRI: Existing methods and their validation
2005
A Review on MR Image Intensity Inhomogeneity Correction
2006
Accurate calculation of side chain packing and free energy with applications to protein molecular dynamics
2018 StandoutNobel
A collaborative framework for 3D alignment and classification of heterogeneous subvolumes in cryo-electron tomography
2012 Standout
Mutual information in coupled multi-shape model for medical image segmentation
2004
Radiomics: the process and the challenges
2012 Standout
A survey on deep learning in medical image analysis
2017 Standout
Combining Multiple Dynamic Models and Deep Learning Architectures for Tracking the Left Ventricle Endocardium in Ultrasound Data
2013
Deep Feature Transfer Learning in Combination with Traditional Features Predicts Survival among Patients with Lung Adenocarcinoma
2016
N4ITK: Improved N3 Bias Correction
2010 Standout
A Review of Methods for Correction of Intensity Inhomogeneity in MRI
2007
Kronecker Compressive Sensing
2011
On global and local convergence of half-quadratic algorithms
2006
Unbiased average age-appropriate atlases for pediatric studies
2010 Standout
Robust Recovery of Subspace Structures by Low-Rank Representation
2012 Standout
A Bayesian model of shape and appearance for subcortical brain segmentation
2011 Standout
Artificial intelligence in radiology
2018 Standout
4D Shape Priors for a Level Set Segmentation of the Left Myocardium in SPECT Sequences
2006
Electron tomography: a short overview with an emphasis on the absorption potential model for the forward problem
2008
Future Intelligent and Secure Vehicular Network Toward 6G: Machine-Learning Approaches
2019 Standout
Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit
2007 Standout
Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning
2016 Standout
Recognition-Driven Two-Dimensional Competing Priors Toward Automatic and Accurate Building Detection
2008
Information Processing in Medical Imaging
2005
Discrete Signal Processing on Graphs
2013 Standout
Bayesian Hyperspectral Image Segmentation With Discriminative Class Learning
2011
Denoising by Sparse Approximation: Error Bounds Based on Rate-Distortion Theory
2006
Image Segmentation Using Active Contours Driven by the Bhattacharyya Gradient Flow
2007
Continuum Robots for Medical Applications: A Survey
2015 Standout
Metamaterial Apertures for Computational Imaging
2013 Science
Pore-scale imaging and modelling
2012 Standout
Spatial Filtering for Wall-Clutter Mitigation in Through-the-Wall Radar Imaging
2009
Robust Recovery of Signals From a Structured Union of Subspaces
2009
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination
2015 Standout
From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images
2009 Standout
Theoretical Results on Sparse Representations of Multiple-Measurement Vectors
2006
Deep Learning on Graphs: A Survey
2020 Standout
Facial Landmark Detection: A Literature Survey
2018
MAP Estimation Via Agreement on Trees: Message-Passing and Linear Programming
2005
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
2012 Standout
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit
2005
Spatially Sparse Precoding in Millimeter Wave MIMO Systems
2014 Standout
Infrared and visible image fusion methods and applications: A survey
2018 Standout
Sparse reconstruction by separable approximation
2008
Graphical Models, Exponential Families, and Variational Inference
2007
Underwater Optical Wireless Communication
2016 Standout
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis
2015 Standout
SPICE: A Sparse Covariance-Based Estimation Method for Array Processing
2010
Algorithms for simultaneous sparse approximation. Part II: Convex relaxation
2005
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
2010 Standout
Theoretical and Empirical Results for Recovery From Multiple Measurements
2010
Geometric Deep Learning: Going beyond Euclidean data
2017 Standout
A survey on object detection in optical remote sensing images
2016 Standout
Joint Radar and Communication Design: Applications, State-of-the-Art, and the Road Ahead
2020 Standout
A survey on semi-supervised learning
2019 Standout
Nonparametric belief propagation for self-localization of sensor networks
2005
Comprehensive Review of Artificial Neural Network Applications to Pattern Recognition
2019 Standout
X-ray imaging and analysis techniques for quantifying pore-scale structure and processes in subsurface porous medium systems
2012
Sparse Reconstruction by Separable Approximation
2009
topicmodels: AnRPackage for Fitting Topic Models
2011 Standout
Convergence of a Sparse Representations Algorithm Applicable to Real or Complex Data
2007
An Overview of Recent Progress in the Study of Distributed Multi-Agent Coordination
2012 Standout
A level set method based on the Bayesian risk for medical image segmentation
2010
Comparison of sparse recovery algorithms for channel estimation in underwater acoustic OFDM with data-driven sparsity learning
2014
Estimation of Rapidly Time-Varying Sparse Channels
2007
A review on application of technology systems, standards and interfaces for agriculture and food sector
2012
Probabilistic topic models
2012 Standout
Gossip Algorithms for Distributed Signal Processing
2010
Adaptive 3D facial action intensity estimation and emotion recognition
2014
Underwater acoustic communication channels: Propagation models and statistical characterization
2009 Standout
Just relax: convex programming methods for identifying sparse signals in noise
2006 Standout
A Micro-GA Embedded PSO Feature Selection Approach to Intelligent Facial Emotion Recognition
2016 Standout
Principles and prospects for single-pixel imaging
2018 Standout
A Singular Value Thresholding Algorithm for Matrix Completion
2010 Standout
Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning
2016 Standout
Soil structure as an indicator of soil functions: A review
2017 Standout
Cooperative Localization in Wireless Networks
2009 Standout
Collective Classification in Network Data
2008 Standout
Works of Müjdat Çetin being referenced
Region-enhanced passive radar imaging
2005
A nonparametric statistical method for image segmentation using information theory and curve evolution
2005
A Unified Variational Approach to Denoising and Bias Correction in MR
2003
Feature-enhanced synthetic aperture radar image formation based on nonquadratic regularization
2001
Segmenting and Tracking the Left Ventricle by Learning the Dynamics in Cardiac Images
2005
Robustness of Local Binary Patterns in Brain MR Image Analysis
2007
Learning the Dynamics and Time-Recursive Boundary Detection of Deformable Objects
2008
A sparse signal reconstruction perspective for source localization with sensor arrays
2005 Standout
<title>Analysis of the impact of feature-enhanced SAR imaging on ATR performance</title>
2002
Distributed data association for multi-target tracking in sensor networks
2005
Data association based on optimization in graphical models with application to sensor networks
2006
<title>Evaluation of a regularized SAR imaging technique based on recognition-oriented features</title>
2000
<title>Multitarget-multisensor data association using the tree-reweighted max-product algorithm</title>
2003
Parameter Selection in Sparsity-Driven SAR Imaging
2011
Distributed fusion in sensor networks
2006
A graphical model based solution to the facial feature point tracking problem
2010
Feature-preserving regularization method for complex-valued inverse problems with application to coherent imaging
2006
Automated drowsiness detection for improved driving safety
2008
Nonparametric methods for image segmentation using information theory and curve evolution
2003
Sparsity and Compressed Sensing in Radar Imaging
2010
Graphical Model-based Approaches to Target Tracking in Sensor Networks: An Overview of Some Recent Work and Challenges
2007